Udacity - Machine Learning Engineer Nanodegree Torrent Downloads

Udacity - Machine Learning Engineer Nanodegree nd009t v1.0.0

Part 10-Module 02-Lesson 08_Technical Interview - Python

07. Coding-zhQYREUI8Z0.mp4

105.02 MB

01. Interview Introduction-dRsHYt1Lddc.en-US.vtt

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01. Interview Introduction-dRsHYt1Lddc.en.vtt

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01. Interview Introduction-dRsHYt1Lddc.mp4

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01. Interview Introduction-dRsHYt1Lddc.pt-BR.vtt

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01. Interview Introduction-dRsHYt1Lddc.zh-CN.vtt

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01. Interview Introduction.html

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02. Clarifying the Question-XvvKBmKC_84.en-US.vtt

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02. Clarifying the Question-XvvKBmKC_84.en.vtt

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02. Clarifying the Question-XvvKBmKC_84.mp4

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02. Clarifying the Question-XvvKBmKC_84.pt-BR.vtt

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02. Clarifying the Question-XvvKBmKC_84.zh-CN.vtt

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02. Clarifying the Question.html

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03. Confirming Inputs-8lPTOG1yLsg.en-US.vtt

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03. Confirming Inputs-8lPTOG1yLsg.en.vtt

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03. Confirming Inputs-8lPTOG1yLsg.mp4

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03. Confirming Inputs-8lPTOG1yLsg.pt-BR.vtt

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03. Confirming Inputs-8lPTOG1yLsg.zh-CN.vtt

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03. Confirming Inputs.html

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04. Test Cases-7CNatJ7PqZ4.en-US.vtt

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04. Test Cases-7CNatJ7PqZ4.en.vtt

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04. Test Cases-7CNatJ7PqZ4.mp4

9.24 MB

04. Test Cases-7CNatJ7PqZ4.pt-BR.vtt

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04. Test Cases-7CNatJ7PqZ4.zh-CN.vtt

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04. Test Cases.html

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05. Brainstorming-LJFYhMDCCsU.en-US.vtt

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05. Brainstorming-LJFYhMDCCsU.en.vtt

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05. Brainstorming-LJFYhMDCCsU.mp4

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05. Brainstorming-LJFYhMDCCsU.pt-BR.vtt

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05. Brainstorming-LJFYhMDCCsU.zh-CN.vtt

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05. Brainstorming.html

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06. Runtime Analysis-8bI9OgOB2qI.en-US.vtt

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06. Runtime Analysis-8bI9OgOB2qI.en.vtt

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06. Runtime Analysis-8bI9OgOB2qI.mp4

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06. Runtime Analysis-8bI9OgOB2qI.pt-BR.vtt

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06. Runtime Analysis-8bI9OgOB2qI.zh-CN.vtt

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06. Runtime Analysis.html

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07. Coding-zhQYREUI8Z0.en-US.vtt

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07. Coding-zhQYREUI8Z0.en.vtt

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07. Coding-zhQYREUI8Z0.pt-BR.vtt

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07. Coding-zhQYREUI8Z0.zh-CN.vtt

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07. Coding.html

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08. Coding 2-qEteyPNRSwU.en.vtt

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08. Coding 2-qEteyPNRSwU.mp4

104.62 MB

08. Coding 2.html

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09. Debugging-Bz1tlvkql9Q.en-US.vtt

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09. Debugging-Bz1tlvkql9Q.en.vtt

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09. Debugging-Bz1tlvkql9Q.mp4

31.04 MB

09. Debugging-Bz1tlvkql9Q.pt-BR.vtt

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09. Debugging-Bz1tlvkql9Q.zh-CN.vtt

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09. Debugging.html

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10. Interview Wrap-Up-sz4Ekcu9a_Q.en-US.vtt

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10. Interview Wrap-Up-sz4Ekcu9a_Q.en.vtt

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10. Interview Wrap-Up-sz4Ekcu9a_Q.mp4

2.80 MB

10. Interview Wrap-Up-sz4Ekcu9a_Q.pt-BR.vtt

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10. Interview Wrap-Up-sz4Ekcu9a_Q.zh-CN.vtt

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10. Interview Wrap-Up.html

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11. Time for Live Practice with Pramp.html

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12. Next Steps.html

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13. Resources in Your Career Portal.html

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14. Project Description.html

9.40 KB

index.html

4.69 KB

Project Description - Technical Interview Practice.html

8.03 KB

Project Rubric - Technical Interview Practice.html

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img

career-portal-sidebar.png

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screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

index.html

220.70 KB

ReadMe.txt

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assets

css

bootstrap.min.css

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jquery.mCustomScrollbar.min.css

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katex.min.css

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plyr.css

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styles.css

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fonts

KaTeX_AMS-Regular.ttf

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KaTeX_AMS-Regular.woff

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KaTeX_AMS-Regular.woff2

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KaTeX_Main-Bold.ttf

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KaTeX_SansSerif-Italic.ttf

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KaTeX_Script-Regular.ttf

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KaTeX_Typewriter-Regular.ttf

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KaTeX_Typewriter-Regular.woff

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KaTeX_Typewriter-Regular.woff2

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img

udacimak.png

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js

bootstrap.min.js

49.85 KB

jquery-3.3.1.min.js

84.89 KB

jquery.mCustomScrollbar.concat.min.js

44.41 KB

katex.min.js

231.26 KB

plyr.polyfilled.min.js

126.16 KB

Part 01-Module 01-Lesson 01_Welcome to Machine Learning

01. 01 MLNDIntro Program Welcome V3-A8AnsR6e75I.en.vtt

4.44 KB

01. 01 MLNDIntro Program Welcome V3-A8AnsR6e75I.mp4

13.45 MB

01. 01 MLNDIntro Program Welcome V3-A8AnsR6e75I.pt-BR.vtt

4.73 KB

01. 01 MLNDIntro Program Welcome V3-A8AnsR6e75I.zh-CN.vtt

3.92 KB

01. Welcome to the Machine Learning Engineer Nanodegree Program.html

6.10 KB

02. Projects You Will Build-P7YK47GUGWk.en.vtt

3.90 KB

02. Projects You Will Build-P7YK47GUGWk.mp4

13.80 MB

02. Projects You Will Build-P7YK47GUGWk.pt-BR.vtt

3.76 KB

02. Projects You Will Build-P7YK47GUGWk.zh-CN.vtt

3.48 KB

02. Projects You Will Build.html

8.08 KB

03. Program Structure-rjk8-r-Aa5U.en.vtt

3.31 KB

03. Program Structure-rjk8-r-Aa5U.mp4

13.17 MB

03. Program Structure-rjk8-r-Aa5U.pt-BR.vtt

3.22 KB

03. Program Structure-rjk8-r-Aa5U.zh-CN.vtt

2.81 KB

03. Program Structure.html

8.79 KB

04. Deadline Policy.html

18.98 KB

05. Udacity Support.html

9.63 KB

06. Community Guidelines.html

7.86 KB

07. Program Readiness.html

6.37 KB

08. Week 1 Plan.html

5.43 KB

09. Week 2 Plan.html

5.41 KB

index.html

4.15 KB

img

screen-shot-2018-06-12-at-5.07.10-pm.png

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screen-shot-2018-08-17-at-2.07.36-pm.png

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screen-shot-2018-08-17-at-2.07.46-pm.png

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semi-supervised-learning.jpg

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Part 01-Module 01-Lesson 02_What is Machine Learning

01. Introduction-bYeteZQrUcE.en.vtt

2.36 KB

01. Introduction-bYeteZQrUcE.mp4

6.79 MB

01. Introduction-bYeteZQrUcE.pt-BR.vtt

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01. Introduction-bYeteZQrUcE.zh-CN.vtt

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01. What Is Machine Learning.html

6.92 KB

02. Decision Trees Question-1RonLycEJ34.en.vtt

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02. Decision Trees Question-1RonLycEJ34.mp4

1.58 MB

02. Decision Trees Question-1RonLycEJ34.pt-BR.vtt

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02. Decision Trees Question-1RonLycEJ34.zh-CN.vtt

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02. Decision Trees.html

6.95 KB

03. Decision Trees Quiz.html

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04. Decision Trees Answer-h8zH47iFhCo.en.vtt

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04. Decision Trees Answer-h8zH47iFhCo.mp4

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04. Decision Trees Answer-h8zH47iFhCo.pt-BR.vtt

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04. Decision Trees Answer-h8zH47iFhCo.zh-CN.vtt

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04. Decision Trees Answer.html

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05. Naive Bayes Quiz-jsLkVYXmr3E.en.vtt

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05. Naive Bayes Quiz-jsLkVYXmr3E.mp4

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05. Naive Bayes Quiz-jsLkVYXmr3E.pt-BR.vtt

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05. Naive Bayes Quiz-jsLkVYXmr3E.zh-CN.vtt

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05. Naive Bayes.html

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06. Naive Bayes Quiz.html

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07. Naive Bayes Answer-YKN-fjuZ1VU.en.vtt

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07. Naive Bayes Answer-YKN-fjuZ1VU.mp4

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07. Naive Bayes Answer-YKN-fjuZ1VU.pt-BR.vtt

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07. Naive Bayes Answer-YKN-fjuZ1VU.zh-CN.vtt

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07. Naive Bayes Answer.html

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08. Gradient Descent-BEC0uH1fuGU.en.vtt

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08. Gradient Descent-BEC0uH1fuGU.mp4

2.45 MB

08. Gradient Descent-BEC0uH1fuGU.pt-BR.vtt

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08. Gradient Descent-BEC0uH1fuGU.zh-CN.vtt

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08. Gradient Descent.html

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09. Linear Regression Question-sf51L0RN6zc.en.vtt

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09. Linear Regression Question-sf51L0RN6zc.mp4

1.76 MB

09. Linear Regression Question-sf51L0RN6zc.pt-BR.vtt

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09. Linear Regression Question-sf51L0RN6zc.zh-CN.vtt

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09. Linear Regression Quiz.html

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10. Linear Regression Answer-L5QBqYDNJn0.en.vtt

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10. Linear Regression Answer-L5QBqYDNJn0.mp4

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10. Linear Regression Answer-L5QBqYDNJn0.pt-BR.vtt

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10. Linear Regression Answer-L5QBqYDNJn0.zh-CN.vtt

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10. Linear Regression Answer.html

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11. Logistic Regression Question-wQXKdeVHTmc.en.vtt

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11. Logistic Regression Question-wQXKdeVHTmc.mp4

2.96 MB

11. Logistic Regression Question-wQXKdeVHTmc.pt-BR.vtt

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11. Logistic Regression Question-wQXKdeVHTmc.zh-CN.vtt

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11. Logistic Regression Quiz.html

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12. Logistic Regression Answer-JuAJd9Qvs6U.en.vtt

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12. Logistic Regression Answer-JuAJd9Qvs6U.mp4

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12. Logistic Regression Answer-JuAJd9Qvs6U.pt-BR.vtt

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12. Logistic Regression Answer-JuAJd9Qvs6U.zh-CN.vtt

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12. Logistic Regression Answer.html

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13. Support Vector Machines.html

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13. SVM Question-Fwnjx0s_AIw.en.vtt

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13. SVM Question-Fwnjx0s_AIw.mp4

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13. SVM Question-Fwnjx0s_AIw.pt-BR.vtt

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13. SVM Question-Fwnjx0s_AIw.zh-CN.vtt

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14. Support Vector Machines Quiz.html

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15. Support Vector Machines Answer.html

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15. SVM Answer-JrUtTwfnsfM.en.vtt

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15. SVM Answer-JrUtTwfnsfM.mp4

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15. SVM Answer-JrUtTwfnsfM.pt-BR.vtt

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15. SVM Answer-JrUtTwfnsfM.zh-CN.vtt

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16. Neural Networks-xFu1_2K2D2U.en.vtt

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16. Neural Networks-xFu1_2K2D2U.mp4

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16. Neural Networks-xFu1_2K2D2U.pt-BR.vtt

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16. Neural Networks-xFu1_2K2D2U.zh-CN.vtt

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16. Neural Networks.html

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17. Kernel Method Quiz-x0JqH6-Dhvw.en.vtt

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17. Kernel Method Quiz-x0JqH6-Dhvw.mp4

3.09 MB

17. Kernel Method Quiz-x0JqH6-Dhvw.pt-BR.vtt

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17. Kernel Method Quiz-x0JqH6-Dhvw.zh-CN.vtt

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17. Kernel Method.html

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18. Kernel Method Quiz.html

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19. Kernel Method Answer-dRFd6HaAXys.en.vtt

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19. Kernel Method Answer-dRFd6HaAXys.mp4

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19. Kernel Method Answer-dRFd6HaAXys.pt-BR.vtt

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19. Kernel Method Answer-dRFd6HaAXys.zh-CN.vtt

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19. Kernel Method Answer.html

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20. Recap and Challenge-ecREasTrKu4.en.vtt

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20. Recap and Challenge-ecREasTrKu4.mp4

2.29 MB

20. Recap and Challenge-ecREasTrKu4.pt-BR.vtt

1.47 KB

20. Recap and Challenge-ecREasTrKu4.zh-CN.vtt

1.38 KB

20. Recap and Challenge.html

6.94 KB

21. K-means Clustering-pv_i08zjpQw.en.vtt

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21. K-means Clustering-pv_i08zjpQw.mp4

13.20 MB

21. K-means Clustering-pv_i08zjpQw.pt-BR.vtt

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21. K-means Clustering-pv_i08zjpQw.zh-CN.vtt

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21. K-means Clustering.html

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22. Hierarchical Clustering-1PldDT8AwMA.en.vtt

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22. Hierarchical Clustering-1PldDT8AwMA.mp4

8.45 MB

22. Hierarchical Clustering-1PldDT8AwMA.pt-BR.vtt

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22. Hierarchical Clustering-1PldDT8AwMA.zh-CN.vtt

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22. Hierarchical Clustering.html

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23. Conclusion-hJEuaOUu2yA.en.vtt

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23. Conclusion-hJEuaOUu2yA.mp4

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23. Conclusion-hJEuaOUu2yA.pt-BR.vtt

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23. Conclusion-hJEuaOUu2yA.zh-CN.vtt

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23. Summary.html

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index.html

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img

decision-trees.png

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kernel-trick.png

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naive-bayes-quiz.png

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svm-image.png

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Part 01-Module 01-Lesson 03_Introductory Practice Project

01. Overview.html

5.70 KB

02. Software Requirements.html

6.21 KB

03. Project files.html

6.24 KB

04. Titanic Survival Exploration.html

5.41 KB

index.html

3.72 KB

Part 01-Module 02-Lesson 01_Career Services Available to You

01. Meet the Careers Team-cuKecPpZ7PM.en.vtt

3.63 KB

01. Meet the Careers Team-cuKecPpZ7PM.mp4

10.12 MB

01. Meet the Careers Team-cuKecPpZ7PM.pt-BR.vtt

3.83 KB

01. Meet the Careers Team.html

6.11 KB

02. Access Your Career Portal.html

6.03 KB

03. Your Udacity Professional Profile.html

6.85 KB

index.html

3.71 KB

img

get-hired-with-the-udacity-career-portal.gif

756.73 KB

screen-shot-2017-10-27-at-1.49.58-pm.png

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screen-shot-2018-07-27-at-1.24.38-pm.png

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udacitylogo-copy.png

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Part 02-Module 01-Lesson 01_Training and Testing Models

01. 01 Intro-4C4PuJANIdE.en.vtt

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01. 01 Intro-4C4PuJANIdE.mp4

2.73 MB

01. 01 Intro-4C4PuJANIdE.pt-BR.vtt

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01. 01 Intro-4C4PuJANIdE.zh-CN.vtt

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01. Intro.html

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02. 02 Intro SC V1-mIgABrjJVBY.en.vtt

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02. 02 Intro SC V1-mIgABrjJVBY.mp4

1.08 MB

02. 02 Intro SC V1-mIgABrjJVBY.pt-BR.vtt

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02. Outline.html

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03. Stats Refresher.html

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04. Loading data into Pandas.html

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05. NumPy Arrays.html

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06. Training models in sklearn.html

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07. Tuning Parameters Manually.html

11.86 KB

08. MLND Turning Paramaters-eSv2lPcnRM0.en.vtt

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08. MLND Turning Paramaters-eSv2lPcnRM0.mp4

2.40 MB

08. MLND Turning Paramaters-eSv2lPcnRM0.pt-BR.vtt

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08. MLND Turning Paramaters-eSv2lPcnRM0.zh-CN.vtt

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08. Tuning Parameters Automatically.html

5.64 KB

09. Testing your models.html

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09. Testing-gmxGRJSKEb0.en-US.vtt

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09. Testing-gmxGRJSKEb0.mp4

5.63 MB

09. Testing-gmxGRJSKEb0.pt-BR.vtt

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09. Testing-gmxGRJSKEb0.zh-CN.vtt

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10. Quiz Testing in sklearn.html

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index.html

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img

circle-data.png

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curves.png

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dataframe.png

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eggsdata.png

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linear-boundary.png

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points.png

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smalldf.png

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Part 02-Module 02-Lesson 01_Evaluation Metrics

01. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt

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01. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt

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01. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4

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01. Confusion Matrix-Question 1-9GLNjmMUB_4.pt-BR.vtt

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01. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt

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01. Confusion Matrix.html

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02. Confusion Matrix 2.html

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02. Confusion-Matrix-Solution-ywwSzyU9rYs.en-US.vtt

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02. Confusion-Matrix-Solution-ywwSzyU9rYs.en.vtt

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02. Confusion-Matrix-Solution-ywwSzyU9rYs.mp4

1.10 MB

02. Confusion-Matrix-Solution-ywwSzyU9rYs.pt-BR.vtt

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02. Confusion-Matrix-Solution-ywwSzyU9rYs.zh-CN.vtt

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03. Accuracy-s6SfhPTNOHA.en-US.vtt

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03. Accuracy-s6SfhPTNOHA.en.vtt

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03. Accuracy-s6SfhPTNOHA.mp4

2.34 MB

03. Accuracy-s6SfhPTNOHA.pt-BR.vtt

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03. Accuracy-s6SfhPTNOHA.zh-CN.vtt

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03. Accuracy.html

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04. Accuracy 2-ueYCLfd_aNQ.en-US.vtt

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04. Accuracy 2-ueYCLfd_aNQ.en.vtt

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04. Accuracy 2-ueYCLfd_aNQ.mp4

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04. Accuracy 2-ueYCLfd_aNQ.pt-BR.vtt

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04. Accuracy 2-ueYCLfd_aNQ.pt.vtt

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04. Accuracy 2-ueYCLfd_aNQ.zh-CN.vtt

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04. Accuracy 2.html

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05. When accuracy won't work.html

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05. When Accuracy Wont Work-r0-O-gIDXZ0.en.vtt

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05. When Accuracy Wont Work-r0-O-gIDXZ0.mp4

2.15 MB

05. When Accuracy Wont Work-r0-O-gIDXZ0.pt-BR.vtt

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06. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.en.vtt

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06. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.mp4

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06. 04 Quiz False Negatives And Positives SC V1-_ytP9zIkziw.pt-BR.vtt

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06. False Negatives and Positives.html

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07. Answer False Negatives And Positives-KOytJL1lvgg.en.vtt

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07. Answer False Negatives And Positives-KOytJL1lvgg.mp4

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07. Answer False Negatives And Positives-KOytJL1lvgg.pt-BR.vtt

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07. Precision and Recall.html

6.07 KB

08. 06 Precision SC V1-q2wVorBfefU.en.vtt

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08. 06 Precision SC V1-q2wVorBfefU.mp4

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08. 06 Precision SC V1-q2wVorBfefU.pt-BR.vtt

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08. Precision.html

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09. 07 Recall SC V1-0n5wUZiefkQ.en.vtt

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09. 07 Recall SC V1-0n5wUZiefkQ.mp4

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09. 07 Recall SC V1-0n5wUZiefkQ.pt-BR.vtt

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09. Recall.html

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10. 08 F1 Score SC V1-TRzBeL07fSg.en.vtt

7.93 KB

10. 08 F1 Score SC V1-TRzBeL07fSg.mp4

6.05 MB

10. 08 F1 Score SC V1-TRzBeL07fSg.pt-BR.vtt

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10. F1 Score.html

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11. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.en.vtt

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11. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.mp4

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11. 09 Quiz Fbeta Score SC V1-KSswld4_9bY.pt-BR.vtt

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11. F-beta Score.html

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12. ROC Curve-2Iw5TiGzJI4.en.vtt

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12. ROC Curve-2Iw5TiGzJI4.mp4

6.66 MB

12. ROC Curve-2Iw5TiGzJI4.pt-BR.vtt

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12. ROC Curve-2Iw5TiGzJI4.zh-CN.vtt

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12. ROC Curve.html

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13. Regression Metrics.html

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13. Regression-Metrics-906P4BPnl9A.en-US.vtt

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13. Regression-Metrics-906P4BPnl9A.mp4

3.35 MB

13. Regression-Metrics-906P4BPnl9A.pt-BR.vtt

3.93 KB

13. Regression-Metrics-906P4BPnl9A.zh-CN.vtt

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index.html

4.30 KB

img

accuracy-quiz.png

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confusion.png

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email.png

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medical.png

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precision-quiz.png

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recall-quiz.png

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Part 02-Module 03-Lesson 01_Model Selection

01. 04 L Types Of Errors-Twf1qnPZeSY.en-US.vtt

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01. 04 L Types Of Errors-Twf1qnPZeSY.mp4

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01. 04 L Types Of Errors-Twf1qnPZeSY.pt-BR.vtt

6.23 KB

01. 04 L Types Of Errors-Twf1qnPZeSY.zh-CN.vtt

6.02 KB

01. Types of Errors.html

5.97 KB

02. Model Complexity Graph-Question-YS5OQCA5cLY.en-US.vtt

3.32 KB

02. Model Complexity Graph-Question-YS5OQCA5cLY.mp4

5.41 MB

02. Model Complexity Graph-Question-YS5OQCA5cLY.pt-BR.vtt

3.12 KB

02. Model Complexity Graph-Question-YS5OQCA5cLY.zh-CN.vtt

3.03 KB

02. Model Complexity Graph.html

7.11 KB

03. Cross Validation.html

6.03 KB

03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.en-US.vtt

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03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.mp4

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03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.pt-BR.vtt

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03. Model-Complexity-Graph Solution 2-5pWHGkNyRhA.zh-CN.vtt

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04. K-Fold Cross Validation.html

5.77 KB

04. KFold Cross Validation V3 V1-9W6o6eWGi-0.mp4

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04. KFold Cross Validation V3 V1-9W6o6eWGi-0.pt-BR.vtt

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05. Learning Curves SC V1-ZNhnNVKl8NM.en.vtt

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05. Learning Curves SC V1-ZNhnNVKl8NM.mp4

6.01 MB

05. Learning Curves SC V1-ZNhnNVKl8NM.pt-BR.vtt

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05. Learning Curves.html

6.11 KB

06. Detecting Overfitting and Underfitting with Learning Curves.html

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07. Solution Detecting Overfitting and Underfitting.html

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08. Grid Search SC V1-zDw-ZGiHW5I.en.vtt

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08. Grid Search SC V1-zDw-ZGiHW5I.mp4

3.44 MB

08. Grid Search SC V1-zDw-ZGiHW5I.pt-BR.vtt

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08. Grid Search.html

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09. Grid Search in sklearn.html

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10. Grid Search Lab.html

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11. [Solution] Grid Search Lab.html

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12. Outro SC V1-YD1grQje9fw.en.vtt

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12. Outro SC V1-YD1grQje9fw.mp4

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12. Outro SC V1-YD1grQje9fw.pt-BR.vtt

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12. Summary.html

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13. MLND Outro-sFvMBncQjr8.en.vtt

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13. MLND Outro-sFvMBncQjr8.mp4

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13. MLND Outro-sFvMBncQjr8.pt-BR.vtt

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13. MLND Outro-sFvMBncQjr8.zh-CN.vtt

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13. Outro.html

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index.html

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img

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complexity.png

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learning-curves.png

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Part 02-Module 04-Lesson 01_NumPy and pandas Assessment

01. Assessment.html

7.49 KB

index.html

3.48 KB

Part 02-Module 04-Lesson 02_Model Evaluation and Validation Assessment

01. Model Evaluation and Validation assessment.html

8.64 KB

index.html

3.58 KB

Part 02-Module 05-Lesson 01_Predicting Boston Housing Prices

01. Project Overview.html

6.21 KB

02. Starting the project.html

6.54 KB

03. Submitting the project.html

6.71 KB

04. Uploading to Workspace.html

6.46 KB

05. Project Workspace.html

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index.html

4.09 KB

Project Description - Predicting Boston Housing Prices.html

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Project Rubric - Predicting Boston Housing Prices.html

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img

step-0.png

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step-2-file-upload.png

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step1-file-upload.png

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Part 03-Module 01-Lesson 01_Linear Regression

01. Intro.html

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01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt

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01. Welcome To Linear Regression-zxZkTkM34BY.mp4

3.90 MB

01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt

1.21 KB

02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt

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02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4

1.48 MB

02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt

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02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt

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02. Quiz Housing Prices.html

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03. Solution Housing Prices-uhdTulw9-Nc.en.vtt

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03. Solution Housing Prices-uhdTulw9-Nc.mp4

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03. Solution Housing Prices-uhdTulw9-Nc.pt-BR.vtt

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03. Solution Housing Prices.html

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04. Fitting a Line Through Data.html

6.85 KB

04. Fitting A Line-gkdoknEEcaI.en.vtt

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04. Fitting A Line-gkdoknEEcaI.mp4

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04. Fitting A Line-gkdoknEEcaI.pt-BR.vtt

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05. Moving A Line-8EIHFyL2Log.en.vtt

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05. Moving A Line-8EIHFyL2Log.mp4

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05. Moving A Line-8EIHFyL2Log.pt-BR.vtt

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05. Moving a Line.html

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06. Absolute Trick-DJWjBAqSkZw.en.vtt

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06. Absolute Trick-DJWjBAqSkZw.mp4

5.17 MB

06. Absolute Trick-DJWjBAqSkZw.pt-BR.vtt

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06. Absolute Trick.html

6.83 KB

07. Square Trick-AGZEq-yQgRM.en.vtt

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07. Square Trick-AGZEq-yQgRM.mp4

3.28 MB

07. Square Trick-AGZEq-yQgRM.pt-BR.vtt

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07. Square Trick.html

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08. Gradient Descent-4s4x9h6AN5Y.en.vtt

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08. Gradient Descent-4s4x9h6AN5Y.mp4

4.25 MB

08. Gradient Descent-4s4x9h6AN5Y.pt-BR.vtt

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08. Gradient Descent.html

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09. Mean Absolute Error-vLKiY0Ehors.en.vtt

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09. Mean Absolute Error-vLKiY0Ehors.mp4

2.57 MB

09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt

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09. Mean Absolute Error.html

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10. Mean Squared Error-MRyxmZDngI4.en.vtt

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10. Mean Squared Error-MRyxmZDngI4.mp4

1.83 MB

10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt

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10. Mean Squared Error.html

6.85 KB

11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt

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11. Minimizing Error Functions-RbT2TXN_6tY.mp4

3.85 MB

11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt

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11. Minimizing Error Functions.html

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12. Mean vs Total Error.html

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13. Mini-batch Gradient Descent.html

8.49 KB

14. Absolute Error vs Squared Error.html

10.56 KB

14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt

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14. Absolute Vs Squared Error-csvdjaqt1GM.mp4

660.25 KB

14. Absolute Vs Squared Error-csvdjaqt1GM.pt-BR.vtt

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14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt

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14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4

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14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt

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14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4

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14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt

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15. Linear Regression in scikit-learn.html

16.63 KB

16. Higher Dimensions--UvpQV1qmiE.en.vtt

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16. Higher Dimensions--UvpQV1qmiE.mp4

2.65 MB

16. Higher Dimensions--UvpQV1qmiE.pt-BR.vtt

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16. Higher Dimensions.html

6.84 KB

17. Multiple Linear Regression.html

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18. Closed Form Solution-G3fRVgLa5gI.en.vtt

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18. Closed Form Solution-G3fRVgLa5gI.mp4

2.84 MB

18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt

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18. Closed Form Solution.html

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19. (Optional) Closed form Solution Math.html

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20. Linear Regression Warnings.html

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21. Polynomial Regression-DBhWG-PagEQ.en.vtt

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21. Polynomial Regression-DBhWG-PagEQ.mp4

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21. Polynomial Regression-DBhWG-PagEQ.pt-BR.vtt

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21. Polynomial Regression.html

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22. Regularization-PyFNIcsNma0.en.vtt

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22. Regularization-PyFNIcsNma0.mp4

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22. Regularization-PyFNIcsNma0.pt-BR.vtt

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22. Regularization.html

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23. Conclusion-pyeojf0NniQ.en.vtt

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23. Conclusion-pyeojf0NniQ.mp4

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23. Conclusion-pyeojf0NniQ.pt-BR.vtt

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23. Outro.html

6.79 KB

index.html

5.24 KB

img

batch-stochastic.png

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codecogseqn-61.gif

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codecogseqn-62.gif

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e.gif

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f1.gif

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f2.gif

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f4.gif

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f6.gif

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house.png

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just-a-2d-reg.png

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just-a-simple-lin-reg.png

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lin-reg-no-outliers.png

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lin-reg-w-outliers.png

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m.gif

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Part 03-Module 01-Lesson 02_Perceptron Algorithm

01. Intro.html

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01. Perception Algorithm V2-ebIlG6Pqwas.en.vtt

1.01 KB

01. Perception Algorithm V2-ebIlG6Pqwas.mp4

5.37 MB

01. Perception Algorithm V2-ebIlG6Pqwas.pt-BR.vtt

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01. Perception Algorithm V2-ebIlG6Pqwas.zh-CN.vtt

0.89 KB

02. Classification Problems 1.html

6.76 KB

02. Classsification Example-Dh625piH7Z0.en.vtt

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02. Classsification Example-Dh625piH7Z0.mp4

2.07 MB

02. Classsification Example-Dh625piH7Z0.pt-BR.vtt

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03. Classification Example-46PywnGa_cQ.en.vtt

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03. Classification Example-46PywnGa_cQ.mp4

1.62 MB

03. Classification Example-46PywnGa_cQ.pt-BR.vtt

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03. Classification Example-46PywnGa_cQ.zh-CN.vtt

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03. Classification Problems 2.html

5.59 KB

04. Linear Boundaries-X-uMlsBi07k.en.vtt

3.85 KB

04. Linear Boundaries-X-uMlsBi07k.mp4

3.85 MB

04. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt

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04. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt

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04. Linear Boundaries.html

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05. 09 Higher Dimensions-eBHunImDmWw.en.vtt

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05. 09 Higher Dimensions-eBHunImDmWw.mp4

2.59 MB

05. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt

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05. Higher Dimensions.html

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06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt

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06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4

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06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt

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06. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt

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06. Perceptrons.html

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07. AND And OR Perceptrons-45K5N0P9wJk.en.vtt

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07. AND And OR Perceptrons-45K5N0P9wJk.mp4

2.68 MB

07. AND And OR Perceptrons-45K5N0P9wJk.pt-BR.vtt

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07. AND And OR Perceptrons-45K5N0P9wJk.zh-CN.vtt

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07. Perceptrons as Logical Operators.html

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07. XOR Perceptron-TF83GfjYLdw.en.vtt

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07. XOR Perceptron-TF83GfjYLdw.mp4

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07. XOR Perceptron-TF83GfjYLdw.zh-CN.vtt

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08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt

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08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4

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08. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt

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08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt

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08. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4

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08. Perceptron Algorithm--zhTROHtscQ.en.vtt

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08. Perceptron Algorithm--zhTROHtscQ.mp4

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08. Perceptron Algorithm--zhTROHtscQ.zh-CN.vtt

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08. Perceptron Trick.html

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09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt

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09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4

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09. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt

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09. Perceptron Algorithm.html

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10. Outro.html

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index.html

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img

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xor.png

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Part 03-Module 01-Lesson 03_Decision Trees

01. Intro.html

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01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt

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01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4

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01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt

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01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt

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02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt

1.66 KB

02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4

4.80 MB

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02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt

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02. Recommending Apps 1.html

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03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt

1.56 KB

03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4

4.19 MB

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03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt

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03. Recommending Apps 2.html

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04. Recommending Apps 3.html

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04. Recommending Apps-nEvW8B1HNq4.en.vtt

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04. Recommending Apps-nEvW8B1HNq4.mp4

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05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt

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05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4

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05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt

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05. Quiz Student Admissions.html

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06. Solution Student Admissions.html

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06. Student Admissions-TdgBi6LtOB8.mp4

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07. Entropy-piLpj1V1HEk.en.vtt

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07. Entropy.html

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08. Entropy Formula 1.html

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09. Entropy Formula 2.html

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09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt

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10. Entropy Formula 3.html

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10. Entropy Formula-w73JTBVeyjE.mp4

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10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt

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11. Multiclass Entropy.html

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12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt

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12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt

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12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt

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12. Quiz Information Gain.html

8.78 KB

13. Information Gain-k9iZL53PAmw.en.vtt

3.35 KB

13. Information Gain-k9iZL53PAmw.mp4

9.24 MB

13. Information Gain-k9iZL53PAmw.pt-BR.vtt

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13. Information Gain-k9iZL53PAmw.zh-CN.vtt

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13. Solution Information Gain.html

7.31 KB

14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt

4.00 KB

14. Maximizing Information Gain-3FgJOpKfdY8.mp4

13.14 MB

14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt

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14. Maximizing Information Gain-3FgJOpKfdY8.zh-CN.vtt

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14. Maximizing Information Gain.html

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15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt

2.65 KB

15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4

9.20 MB

15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt

2.50 KB

15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt

2.50 KB

15. Random Forests.html

6.71 KB

16. Hyperparameters.html

12.44 KB

17. Decision Trees in sklearn.html

15.66 KB

18. Titanic Survival Model with Decision Trees.html

7.09 KB

19. [Solution] Titanic Survival Model.html

7.08 KB

20. Outro.html

6.56 KB

index.html

4.97 KB

img

meme.png

209.05 KB

recommending-apps.png

140.56 KB

screen-shot-2018-01-06-at-8.13.20-pm.png

50.77 KB

screen-shot-2018-01-06-at-9.30.27-pm.png

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student-data.png

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table.png

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Part 03-Module 01-Lesson 04_Naive Bayes

01. Intro.html

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01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt

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01. Naive Bayes Intro V2-vNOiQXghgRY.mp4

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01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt

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01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt

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02. Guess the Person.html

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02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt

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02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4

8.49 MB

02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt

3.25 KB

02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt

3.00 KB

03. Known and Inferred.html

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03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt

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03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4

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03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt

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03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt

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04. Guess the Person Now.html

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04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt

7.22 KB

04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4

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04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt

7.27 KB

04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt

6.05 KB

05. Bayes Theorem.html

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05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt

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05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4

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05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt

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05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt

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06. Quiz False Positives.html

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06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt

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06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4

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06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt

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06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt

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07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt

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07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4

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07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt

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07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt

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07. Solution False Positives.html

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08. Bayesian Learning 1.html

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08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt

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08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4

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08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt

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08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt

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09. Bayesian Learning 2.html

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09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt

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09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4

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09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt

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09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt

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10. Bayesian Learning 3.html

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10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt

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10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4

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10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt

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10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt

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11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt

6.47 KB

11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4

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11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt

6.23 KB

11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt

5.56 KB

11. Naive Bayes Algorithm 1.html

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12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt

1.74 KB

12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4

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12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt

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12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt

1.50 KB

12. Naive Bayes Algorithm 2.html

6.27 KB

13. Building a Spam Classifier.html

7.25 KB

14. Project.html

6.67 KB

15. Spam Classifier - Workspace.html

6.59 KB

16. Outro.html

6.14 KB

index.html

4.59 KB

img

meme.png

209.05 KB

spam.png

67.76 KB

spamham.png

135.09 KB

Part 03-Module 01-Lesson 05_Support Vector Machines

01. Intro.html

6.33 KB

01. Support Vector Machine V2-LBmM6pZCrI0.en.vtt

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01. Support Vector Machine V2-LBmM6pZCrI0.mp4

2.42 MB

01. Support Vector Machine V2-LBmM6pZCrI0.pt-BR.vtt

0.53 KB

01. Support Vector Machine V2-LBmM6pZCrI0.zh-CN.vtt

0.42 KB

02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.en.vtt

0.68 KB

02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.mp4

1.55 MB

02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.pt-BR.vtt

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02. SVM 01 Which Line Is Better V1-NCml_NCvd1I.zh-CN.vtt

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02. Which line is better.html

7.37 KB

03. Minimizing Distances.html

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03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.en.vtt

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03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.mp4

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03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.pt-BR.vtt

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03. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.zh-CN.vtt

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04. Error Function Intuition.html

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04. SVM 03 Error Function V1-l-ahImxoi-U.en.vtt

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04. SVM 03 Error Function V1-l-ahImxoi-U.mp4

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04. SVM 03 Error Function V1-l-ahImxoi-U.pt-BR.vtt

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04. SVM 03 Error Function V1-l-ahImxoi-U.zh-CN.vtt

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05. Perceptron Algorithm.html

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05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.en.vtt

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05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.mp4

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05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.pt-BR.vtt

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05. SVM 04 Perceptron Algorithm V1-IIlQHBOrD6Q.zh-CN.vtt

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06. Classification Error.html

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06. SVM 05 Classification Error V1-nWGVAGXwvGE.en.vtt

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06. SVM 05 Classification Error V1-nWGVAGXwvGE.mp4

12.57 MB

06. SVM 05 Classification Error V1-nWGVAGXwvGE.pt-BR.vtt

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06. SVM 05 Classification Error V1-nWGVAGXwvGE.zh-CN.vtt

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07. Margin Error.html

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07. SVM 06 Margin Error V2-dSac8Gfgbok.en.vtt

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07. SVM 06 Margin Error V2-dSac8Gfgbok.mp4

18.79 MB

07. SVM 06 Margin Error V2-dSac8Gfgbok.pt-BR.vtt

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07. SVM 06 Margin Error V2-dSac8Gfgbok.zh-CN.vtt

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08. (Optional) Margin Error Calculation.html

11.25 KB

09. Error Function.html

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09. SVM 07 Error Function V1-A1wbrcSYc1c.en.vtt

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09. SVM 07 Error Function V1-A1wbrcSYc1c.mp4

1.72 MB

09. SVM 07 Error Function V1-A1wbrcSYc1c.pt-BR.vtt

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09. SVM 07 Error Function V1-A1wbrcSYc1c.zh-CN.vtt

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10. SVM 08 The C Parameter V2-6CxPhVo0hRw.en.vtt

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10. SVM 08 The C Parameter V2-6CxPhVo0hRw.mp4

7.03 MB

10. SVM 08 The C Parameter V2-6CxPhVo0hRw.pt-BR.vtt

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10. SVM 08 The C Parameter V2-6CxPhVo0hRw.zh-CN.vtt

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10. The C Parameter.html

6.35 KB

11. Polynomial Kernel 1.html

6.37 KB

11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.en.vtt

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11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.mp4

7.08 MB

11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.pt-BR.vtt

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11. SVM 09 Polynomial Kernel 1 V1-8t2tVDHNBnk.zh-CN.vtt

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12. Polynomial Kernel 2.html

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12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.en.vtt

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12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.mp4

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12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.pt-BR.vtt

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12. SVM 10 Polynomial Kernel 2 V2-9RfFvZ9DIRg.zh-CN.vtt

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13. Polynomial Kernel 3.html

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13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.en.vtt

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13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.mp4

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13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.pt-BR.vtt

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13. SVM 11 Polynomial Kernel 3 V1-XmbK8OjbX5U.zh-CN.vtt

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14. RBF Kernel 1.html

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14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.en.vtt

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14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.mp4

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14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.pt-BR.vtt

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14. SVM 12 RBF Kernel 1 V3-xdkIulxXWfQ.zh-CN.vtt

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15. RBF Kernel 2.html

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15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.en.vtt

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15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.mp4

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15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.pt-BR.vtt

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15. SVM 13 RBF Kernel 2 V1-ozl9UWVP0MI.zh-CN.vtt

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16. RBF Kernel 3.html

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16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.en.vtt

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16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.mp4

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16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.pt-BR.vtt

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16. SVM 14 RBF Kernel 3 V1-DctkE8kaWPY.zh-CN.vtt

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17. SVMs in sklearn.html

14.96 KB

18. Outro.html

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index.html

4.72 KB

img

margin-geometry-images.001.jpeg

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margin-geometry-images.003.jpeg

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margin-geometry-images.005.jpeg

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margin-geometry-images.008.jpeg

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polynomial-kernel-2-quiz.png

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Part 03-Module 01-Lesson 06_Ensemble Methods

01. Intro.html

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01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.en.vtt

3.86 KB

01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.mp4

3.38 MB

01. MLND SL EM 01 Intro V1 MAIN V2-5v9KqIo6CFE.pt-BR.vtt

3.89 KB

02. Bagging.html

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02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.en.vtt

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02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.mp4

2.34 MB

02. MLND SL EM 02 Bagging V1 MAIN V1-9L_B0Jcio3c.pt-BR.vtt

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03. AdaBoost.html

5.51 KB

03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.en.vtt

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03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.mp4

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03. MLND SL EM 03 AdaBoost V1 MAIN V1-HD6SRBWKGUE.pt-BR.vtt

2.96 KB

04. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.en.vtt

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04. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.mp4

2.49 MB

04. MLND SL EM 04 Weighting The Data MAIN V1 V2-O-hh_x0iYW8.pt-BR.vtt

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04. Weighting the Data.html

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05. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.en.vtt

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05. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.mp4

1.04 MB

05. MLND SL EM 05 Weighting The Models MAIN V1-wn6K536dPLc.pt-BR.vtt

1.16 KB

05. Weighting the Models 1.html

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06. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.en.vtt

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06. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.mp4

3.56 MB

06. MLND SL EM 06 Weighting The Models MAIN V2-unCJ_ifVquU.pt-BR.vtt

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06. Weighting the Models 2.html

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07. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.en.vtt

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07. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.mp4

2.85 MB

07. MLND SL EM 07 Weighting The Models 3 V1 MAIN V1-fecp5nmetws.pt-BR.vtt

3.47 KB

07. Weighting the Models 3.html

5.59 KB

08. Combining the Models.html

5.58 KB

08. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.en.vtt

2.50 KB

08. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.mp4

2.65 MB

08. MLND SL EM 08 Combining The Models V1 MAIN V1-1GxscvKU2Ic.pt-BR.vtt

2.43 KB

09. AdaBoost in sklearn.html

6.85 KB

10. Resources.html

5.73 KB

11. Outro.html

5.48 KB

11. Supervised Learning Outro V2-7X2SDqzGrdU.en.vtt

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11. Supervised Learning Outro V2-7X2SDqzGrdU.mp4

2.33 MB

11. Supervised Learning Outro V2-7X2SDqzGrdU.zh-CN.vtt

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index.html

4.15 KB

img

screen-shot-2018-01-03-at-2.20.30-pm.png

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Part 03-Module 01-Lesson 07_Supervised Learning Assessment

01. Supervised Learning Assessment.html

8.92 KB

index.html

3.53 KB

Part 03-Module 01-Lesson 08_Supervised Learning Project

01. ML Charity Project-aVodYHcOB8U.en.vtt

1.32 KB

01. ML Charity Project-aVodYHcOB8U.mp4

3.99 MB

01. ML Charity Project-aVodYHcOB8U.pt-BR.vtt

1.37 KB

01. Overview.html

6.25 KB

02. Software Requirements.html

6.91 KB

03. Starting the project.html

6.63 KB

04. Submitting the project.html

6.74 KB

05. Uploading to Workspace.html

6.53 KB

06. Project Workspace.html

5.89 KB

index.html

4.13 KB

Project Description - Finding Donors for CharityML.html

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Project Rubric - Finding Donors for CharityML.html

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img

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Part 04-Module 02-Lesson 01_Clustering

01. Introduction.html

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02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt

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02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt

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02. Unsupervised Learning-Mx9f99bRB3Q.mp4

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02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt

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02. Unsupervised Learning-Mx9f99bRB3Q.zh-CN.vtt

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02. Unsupervised Learning.html

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03. Clustering Movies-g8PKffm8IRY.ar.vtt

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03. Clustering Movies-g8PKffm8IRY.en.vtt

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03. Clustering Movies-g8PKffm8IRY.mp4

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03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt

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03. Clustering Movies-g8PKffm8IRY.zh-CN.vtt

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03. Clustering Movies.html

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04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt

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04. How Many Clusters-8Ygq5dRV0Kk.en.vtt

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04. How Many Clusters-8Ygq5dRV0Kk.mp4

1.58 MB

04. How Many Clusters-8Ygq5dRV0Kk.pt-BR.vtt

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04. How Many Clusters-8Ygq5dRV0Kk.zh-CN.vtt

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04. How Many Clusters-R6oIvdBtsZw.ar.vtt

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04. How Many Clusters-R6oIvdBtsZw.en.vtt

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04. How Many Clusters-R6oIvdBtsZw.mp4

2.79 MB

04. How Many Clusters-R6oIvdBtsZw.pt-BR.vtt

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04. How Many Clusters-R6oIvdBtsZw.zh-CN.vtt

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04. How Many Clusters.html

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05. Match Points with Clusters-lS5DfbsWH34.ar.vtt

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05. Match Points with Clusters-lS5DfbsWH34.en.vtt

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05. Match Points with Clusters-lS5DfbsWH34.mp4

1.61 MB

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05. Match Points with Clusters-wJV1cRjmIYY.ar.vtt

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05. Match Points with Clusters-wJV1cRjmIYY.en.vtt

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05. Match Points with Clusters-wJV1cRjmIYY.mp4

2.75 MB

05. Match Points with Clusters-wJV1cRjmIYY.pt-BR.vtt

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05. Match Points with Clusters-wJV1cRjmIYY.zh-CN.vtt

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05. Match Points with Clusters.html

9.58 KB

06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt

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06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.en.vtt

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06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.mp4

4.59 MB

06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.pt-BR.vtt

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06. Optimizing Centers (Rubber Bands)-TN1rQMrx65c.ar.vtt

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07. Moving Centers 2-FY0DXe0lfrI.ar.vtt

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07. Moving Centers 2.html

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08. Match Points (again)-5j6VZr8sHo8.ar.vtt

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08. Match Points (again).html

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09. Handoff to Katie-knrPsGtpyQY.ar.vtt

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09. Handoff to Katie.html

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10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt

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10. K-Means Cluster Visualization-ZMfwPUrOFsE.ar.vtt

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10. K-Means Cluster Visualization.html

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11. K-Means Clustering Visualization 2-fQXXa-CAoS0.ar.vtt

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11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4

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11. K-Means Clustering Visualization 2.html

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12. K-Means Clustering Visualization 3-WfwX3B4d8_I.ar.vtt

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12. K-Means Clustering Visualization 3.html

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13. Sklearn-3zHUAXcoZ7c.ar.vtt

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13. Sklearn-3zHUAXcoZ7c.mp4

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13. Sklearn.html

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14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt

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14. Some challenges of k-means.html

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15. Limitations of K-Means-4Fkfu37el_k.ar.vtt

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15. Limitations of K-Means.html

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16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt

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16. Counterintuitive Clusters.html

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17. Counterintuitive Clusters 2-HyjBus7S2gY.ar.vtt

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17. Counterintuitive Clusters 2.html

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index.html

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Part 04-Module 02-Lesson 02_Clustering Mini-Project

01. Intro.html

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02. K-means clustering of movie ratings.html

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03. Solution.html

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index.html

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Part 04-Module 02-Lesson 03_Hierarchical and Density-based Clustering

01. K-means considerations.html

6.57 KB

01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.en.vtt

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01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.mp4

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01. MLND - Unsupervised Learning - L2 01 V2-NHb8w_M8nDY.pt-BR.vtt

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02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.en.vtt

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02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.mp4

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02. MLND - Unsupervised Learning - L2 02 V1-Ed6RKuBzKWA.pt-BR.vtt

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02. Overview of other clustering methods.html

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03. Hierarchical clustering single-link.html

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03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.en.vtt

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03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.mp4

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03. MLND - Unsupervised Learning - L2 03 V2-pd9Ix3WMP_Q.pt-BR.vtt

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04. Examining single-link clustering.html

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04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.en.vtt

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04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.mp4

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04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.pt-BR.vtt

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04. MLND - Unsupervised Learning - L2 04 Examining SingleLink Clustering MAIN V1 V2-foLcmCOLDos.zh-CN.vtt

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05. Complete-link, average-link, Ward.html

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05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.en.vtt

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05. MLND - Unsupervised Learning - L2 05 CompleteLink AverageLink Ward MAIN V1 V2-dWGQVcZ95d0.mp4

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06. Hierarchical clustering implementation.html

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06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.en.vtt

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06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.mp4

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06. MLND - Unsupervised Learning - L2 06 Hierarchical Clustering Implementation MAIN V1 V1-tRqKsk5M9Mc.pt-BR.vtt

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07. [Lab] Hierarchical clustering .html

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08. [Lab Solution] Hierarchical Clustering.html

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09. HC examples and applications.html

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09. MLND - Unsupervised Learning - L2 07 HC Examples & Applications MAIN V1 V2-HTahFoQwk2g.en.vtt

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09. MLND - Unsupervised Learning - L2 07 HC Examples & Applications MAIN V1 V2-HTahFoQwk2g.mp4

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10. [Quiz] Hierarchical clustering.html

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11. DBSCAN.html

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11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.en.vtt

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11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.mp4

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11. MLND - Unsupervised Learning - L2 08 DBSCAN MAIN V1 V2--dqyFkfnctI.pt-BR.vtt

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12. DBSCAN implementation.html

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12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.en.vtt

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12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.mp4

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12. MLND - Unsupervised Learning - L2 09 DBSCAN Implementation MAIN V1 V1-qEMUzQFylg8.pt-BR.vtt

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13. [Lab] DBSCAN.html

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14. [Lab Solution] DBSCAN.html

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15. DBSCAN examples & applications.html

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15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples & Applications MAIN V1 V2-GhyFsjQ4FkA.en.vtt

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15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples & Applications MAIN V1 V2-GhyFsjQ4FkA.mp4

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15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples & Applications MAIN V1 V2-GhyFsjQ4FkA.pt-BR.vtt

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15. MLND - Unsupervised Learning - L2 10 DBSCAN Examples & Applications MAIN V1 V2-GhyFsjQ4FkA.zh-CN.vtt

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16. [Quiz] DBSCAN.html

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index.html

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Part 04-Module 02-Lesson 04_Gaussian Mixture Models and Cluster Validation

01. Intro.html

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01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.en.vtt

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01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.mp4

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01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.pt-BR.vtt

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01. MLND - Unsupervised Learning - L3 01 Gaussian Mixture Model MAINv1 V3-SLdZrt0CvOk.zh-CN.vtt

2.02 KB

02. Gaussian Mixture Model (GMM) Clustering.html

7.57 KB

02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.en.vtt

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02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.mp4

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02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.pt-BR.vtt

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02. MLND - Unsupervised Learning - L3 2 Gaussian Mixture Model Clustering MAIN V1 V2-Y_methsXoFA.zh-CN.vtt

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03. Gaussian Distribution in One Dimension.html

7.53 KB

03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.en.vtt

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03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.mp4

8.39 MB

03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.pt-BR.vtt

2.32 KB

03. MLND - Unsupervised Learning - L3 3 Gaussian Distribution In 1D MAINv1 V1-uDPFrZwsKKQ.zh-CN.vtt

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04. GMM Clustering in One Dimension.html

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04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.en.vtt

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04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.mp4

10.26 MB

04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.pt-BR.vtt

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04. MLND - Unsupervised Learning - L3 04 GMM Clustering In 1D MAIN V1 V1-JkRQIGqkqA4.zh-CN.vtt

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05. Gaussian Distribution in 2D.html

7.52 KB

05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.en.vtt

1.92 KB

05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.mp4

6.99 MB

05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.pt-BR.vtt

2.03 KB

05. MLND - Unsupervised Learning - L3 05 Gaussian Distribution In 2D MAIN V1 V2-Ne-qRjO38qQ.zh-CN.vtt

1.66 KB

06. GMM in 2D.html

7.42 KB

06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.en.vtt

1.42 KB

06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.mp4

6.00 MB

06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.pt-BR.vtt

1.59 KB

06. MLND - Unsupervised Learning - L3 06 GMM In 2D MAIN Sfx V1 V1-GsNWVHmRRG4.zh-CN.vtt

1.21 KB

07. Quiz Gaussian Mixtures.html

10.40 KB

08. MLND - Unsupervised Learning - L3 08 Overview Of The Expectation Maximization Algorithm MAIN V1 V1-XdQfFnnj5Xo.en.v

1.76 KB

08. MLND - Unsupervised Learning - L3 08 Overview Of The Expectation Maximization Algorithm MAIN V1 V1-XdQfFnnj5Xo.mp4

6.42 MB

08. MLND - Unsupervised Learning - L3 08 Overview Of The Expectation Maximization Algorithm MAIN V1 V1-XdQfFnnj5Xo.pt-B

1.98 KB

08. MLND - Unsupervised Learning - L3 08 Overview Of The Expectation Maximization Algorithm MAIN V1 V1-XdQfFnnj5Xo.zh-C

1.43 KB

08. Overview of The Expectation Maximization (EM) Algorithm.html

7.69 KB

09. Expectation Maximization Part 1.html

7.55 KB

09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.en.vtt

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09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.mp4

32.58 MB

09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.pt-BR.vtt

7.90 KB

09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.zh-CN.vtt

6.74 KB

10. Expectation Maximization Part 2.html

7.54 KB

10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.en.vtt

6.98 KB

10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.mp4

26.30 MB

10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.pt-BR.vtt

6.94 KB

10. MLND - Unsupervised Learning - L3 10 Expectation Maximization Pt 2 MAIN V1 V2-B_xXd0mFUm4.zh-CN.vtt

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11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.en.vtt

3.18 KB

11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.mp4

19.74 MB

11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.pt-BR.vtt

2.95 KB

11. MLND - Unsupervised Learning - L3 11 Visual Example Of EM Progress MAIN V1 V1-9x3d_eVJrJE.zh-CN.vtt

2.88 KB

11. Visual Example of EM Progress.html

7.53 KB

12. Quiz Expectation Maximization.html

7.47 KB

13. GMM Implementation.html

7.46 KB

13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.en.vtt

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13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.mp4

2.98 MB

13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.pt-BR.vtt

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13. MLND - Unsupervised Learning - L3 13 GMM Implementation MAIN V1 V2-zWrC_2Npy9E.zh-CN.vtt

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14. GMM Examples & Applications.html

8.45 KB

14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.en.vtt

6.50 KB

14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.mp4

31.64 MB

14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.pt-BR.vtt

6.43 KB

14. MLND - Unsupervised Learning - L3 15 GMM Examples And Applications MAIN V2 V1-FRoxeLp81Bg.zh-CN.vtt

5.62 KB

15. Cluster Analysis Process.html

7.50 KB

15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.en.vtt

4.27 KB

15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.mp4

11.70 MB

15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.pt-BR.vtt

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15. MLND - Unsupervised Learning - L3 16 Cluster Analysis Process MAIN V1 V1-aI2wW4fcU1I.zh-CN.vtt

3.71 KB

16. Cluster Validation.html

7.45 KB

16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.en.vtt

2.12 KB

16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.mp4

5.85 MB

16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.pt-BR.vtt

2.28 KB

16. MLND - Unsupervised Learning - L3 17 Cluster Validation MAINv1 V1-N13ML_GUuZQ.zh-CN.vtt

1.76 KB

17. External Validation Indices.html

7.74 KB

17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.en.vtt

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17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.mp4

23.18 MB

17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.pt-BR.vtt

5.84 KB

17. MLND - Unsupervised Learning - L3 18 External Validation Indices MAIN V1 V2-rXZM5X2-5D0.zh-CN.vtt

5.35 KB

18. Quiz Adjusted Rand Index.html

7.92 KB

19. Internal Validation Indices.html

7.81 KB

19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.en.vtt

10.24 KB

19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.mp4

40.74 MB

19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.pt-BR.vtt

9.62 KB

19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.zh-CN.vtt

9.04 KB

20. Quiz Silhouette Coefficient .html

7.42 KB

21. GMM & Cluster Validation Lab.html

7.66 KB

22. GMM & Cluster Validation Lab Solution.html

7.68 KB

index.html

5.55 KB

img

external-indices-quiz.png

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gmm-quiz.png

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Part 04-Module 03-Lesson 01_Feature Scaling

01. Chris's T-Shirt Size (Intuition)-l6YXxmCNtHk.ar.vtt

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01. Chris's T-Shirt Size (Intuition)-l6YXxmCNtHk.en.vtt

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01. Chris's T-Shirt Size (Intuition)-l6YXxmCNtHk.mp4

1.19 MB

01. Chris's T-Shirt Size (Intuition)-l6YXxmCNtHk.pt-BR.vtt

0.41 KB

01. Chris's T-Shirt Size (Intuition)-l6YXxmCNtHk.zh-CN.vtt

0.33 KB

01. Chris's T-Shirt Size (Intuition)-oaqjLyiKOIA.ar.vtt

3.03 KB

01. Chris's T-Shirt Size (Intuition)-oaqjLyiKOIA.en.vtt

2.28 KB

01. Chris's T-Shirt Size (Intuition)-oaqjLyiKOIA.mp4

6.64 MB

01. Chris's T-Shirt Size (Intuition)-oaqjLyiKOIA.pt-BR.vtt

2.41 KB

01. Chris's T-Shirt Size (Intuition)-oaqjLyiKOIA.zh-CN.vtt

1.94 KB

01. Chris's T-Shirt Size (Intuition).html

7.81 KB

02. A Metric for Chris-O0bvLU4l0is.ar.vtt

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02. A Metric for Chris-O0bvLU4l0is.en.vtt

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02. A Metric for Chris-O0bvLU4l0is.mp4

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02. A Metric for Chris-O0bvLU4l0is.pt-BR.vtt

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02. A Metric for Chris-Thj7e55iSlA.ar.vtt

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02. A Metric for Chris-Thj7e55iSlA.en.vtt

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02. A Metric for Chris-Thj7e55iSlA.mp4

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02. A Metric for Chris-Thj7e55iSlA.pt-BR.vtt

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02. A Metric for Chris.html

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03. Height + Weight for Cameron--dT9dztM-Lc.ar.vtt

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03. Height + Weight for Cameron--dT9dztM-Lc.en.vtt

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03. Height + Weight for Cameron--dT9dztM-Lc.mp4

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03. Height + Weight for Cameron--dT9dztM-Lc.pt-BR.vtt

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03. Height + Weight for Cameron-MetxO9LDp-I.ar.vtt

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03. Height + Weight for Cameron-MetxO9LDp-I.en.vtt

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03. Height + Weight for Cameron-MetxO9LDp-I.mp4

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03. Height + Weight for Cameron-MetxO9LDp-I.pt-BR.vtt

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03. Height + Weight for Cameron-MetxO9LDp-I.zh-CN.vtt

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03. Height + Weight for Cameron.html

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04. Sarah's Height + Weight-OdsfV143AMc.ar.vtt

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04. Sarah's Height + Weight-OdsfV143AMc.en.vtt

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04. Sarah's Height + Weight-OdsfV143AMc.mp4

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04. Sarah's Height + Weight-OdsfV143AMc.pt-BR.vtt

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04. Sarah's Height + Weight-p5p3OLARpmA.ar.vtt

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04. Sarah's Height + Weight-p5p3OLARpmA.en.vtt

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04. Sarah's Height + Weight-p5p3OLARpmA.mp4

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04. Sarah's Height + Weight-p5p3OLARpmA.pt-BR.vtt

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04. Sarah's Height + Weight-p5p3OLARpmA.zh-CN.vtt

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04. Sarah's Height + Weight.html

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05. Chris's Shirt Size by Our Metric-e83ZS4VqGZ0.ar.vtt

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05. Chris's Shirt Size by Our Metric-e83ZS4VqGZ0.en.vtt

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05. Chris's Shirt Size by Our Metric-e83ZS4VqGZ0.mp4

1.28 MB

05. Chris's Shirt Size by Our Metric-e83ZS4VqGZ0.pt-BR.vtt

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05. Chris's Shirt Size by Our Metric-oWyt6md7P44.ar.vtt

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05. Chris's Shirt Size by Our Metric-oWyt6md7P44.mp4

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05. Chris's Shirt Size by Our Metric-oWyt6md7P44.pt-BR.vtt

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05. Chris's Shirt Size by Our Metric.html

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06. Comparing Features with Different Scales-PRL8trOU7Rs.ar.vtt

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06. Comparing Features with Different Scales-PRL8trOU7Rs.en.vtt

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06. Comparing Features with Different Scales-PRL8trOU7Rs.mp4

11.52 MB

06. Comparing Features with Different Scales-PRL8trOU7Rs.pt-BR.vtt

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06. Comparing Features with Different Scales-PRL8trOU7Rs.zh-CN.vtt

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06. Comparing Features with Different Scales.html

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07. Feature Scaling Formula Quiz 1-jOxS1eJRsOk.ar.vtt

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07. Feature Scaling Formula Quiz 1-jOxS1eJRsOk.en.vtt

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07. Feature Scaling Formula Quiz 1-jOxS1eJRsOk.mp4

3.37 MB

07. Feature Scaling Formula Quiz 1-jOxS1eJRsOk.pt-BR.vtt

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07. Feature Scaling Formula Quiz 1-jOxS1eJRsOk.zh-CN.vtt

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07. Feature Scaling Formula Quiz 1-sPqs7DoBkXQ.ar.vtt

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07. Feature Scaling Formula Quiz 1-sPqs7DoBkXQ.mp4

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07. Feature Scaling Formula Quiz 1-sPqs7DoBkXQ.zh-CN.vtt

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07. Feature Scaling Formula Quiz 1.html

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08. Feature Scaling Formula Quiz 2-J6RyUyWxrM4.ar.vtt

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08. Feature Scaling Formula Quiz 2-J6RyUyWxrM4.en.vtt

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08. Feature Scaling Formula Quiz 2-J6RyUyWxrM4.mp4

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08. Feature Scaling Formula Quiz 2-vmIK4jpUtNo.ar.vtt

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08. Feature Scaling Formula Quiz 2-vmIK4jpUtNo.mp4

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08. Feature Scaling Formula Quiz 2.html

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09. Feature Scaling Formula Quiz 3-bY2fuRkH3iw.ar.vtt

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09. Feature Scaling Formula Quiz 3-bY2fuRkH3iw.mp4

3.28 MB

09. Feature Scaling Formula Quiz 3-bY2fuRkH3iw.pt-BR.vtt

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09. Feature Scaling Formula Quiz 3-bY2fuRkH3iw.zh-CN.vtt

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09. Feature Scaling Formula Quiz 3-iY_sO4d23gY.ar.vtt

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09. Feature Scaling Formula Quiz 3-iY_sO4d23gY.en.vtt

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09. Feature Scaling Formula Quiz 3-iY_sO4d23gY.mp4

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09. Feature Scaling Formula Quiz 3-iY_sO4d23gY.pt-BR.vtt

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09. Feature Scaling Formula Quiz 3-iY_sO4d23gY.zh-CN.vtt

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09. Feature Scaling Formula Quiz 3.html

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10. MinMax Rescaler Coding Quiz-ePXAzoGVviM.ar.vtt

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10. MinMax Rescaler Coding Quiz-ePXAzoGVviM.en.vtt

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10. MinMax Rescaler Coding Quiz-ePXAzoGVviM.mp4

1.58 MB

10. MinMax Rescaler Coding Quiz-ePXAzoGVviM.pt-BR.vtt

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10. MinMax Rescaler Coding Quiz-ePXAzoGVviM.zh-CN.vtt

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10. MinMax Rescaler Coding Quiz-xTEkF0voyoM.ar.vtt

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10. MinMax Rescaler Coding Quiz-xTEkF0voyoM.en.vtt

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10. MinMax Rescaler Coding Quiz-xTEkF0voyoM.mp4

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10. MinMax Rescaler Coding Quiz-xTEkF0voyoM.pt-BR.vtt

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10. MinMax Rescaler Coding Quiz-xTEkF0voyoM.zh-CN.vtt

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10. MinMax Rescaler Coding Quiz.html

8.76 KB

11. MinMax Scaler in sklearn-lgoh5R05YM0.ar.vtt

7.96 KB

11. MinMax Scaler in sklearn-lgoh5R05YM0.en.vtt

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11. MinMax Scaler in sklearn-lgoh5R05YM0.mp4

14.90 MB

11. MinMax Scaler in sklearn-lgoh5R05YM0.pt-BR.vtt

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11. MinMax Scaler in sklearn-lgoh5R05YM0.zh-CN.vtt

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11. MinMax Scaler in sklearn.html

6.22 KB

12. Quiz on Algorithms Requiring Rescaling-ntRkOeSZutw.ar.vtt

1.73 KB

12. Quiz on Algorithms Requiring Rescaling-ntRkOeSZutw.en.vtt

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12. Quiz on Algorithms Requiring Rescaling-ntRkOeSZutw.mp4

2.51 MB

12. Quiz on Algorithms Requiring Rescaling-ntRkOeSZutw.pt-BR.vtt

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12. Quiz on Algorithms Requiring Rescaling-ntRkOeSZutw.zh-CN.vtt

1.10 KB

12. Quiz on Algorithms Requiring Rescaling-oEhevl5DWpk.ar.vtt

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12. Quiz on Algorithms Requiring Rescaling-oEhevl5DWpk.en.vtt

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12. Quiz on Algorithms Requiring Rescaling-oEhevl5DWpk.mp4

12.12 MB

12. Quiz on Algorithms Requiring Rescaling-oEhevl5DWpk.pt-BR.vtt

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12. Quiz on Algorithms Requiring Rescaling-oEhevl5DWpk.zh-CN.vtt

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12. Quiz on Algorithms Requiring Rescaling.html

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index.html

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img

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Part 04-Module 04-Lesson 01_PCA

01. Data Dimensionality-bAZJT4xHiXM.ar.vtt

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01. Data Dimensionality-bAZJT4xHiXM.en.vtt

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01. Data Dimensionality-bAZJT4xHiXM.mp4

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01. Data Dimensionality-bAZJT4xHiXM.pt-BR.vtt

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01. Data Dimensionality-bAZJT4xHiXM.zh-CN.vtt

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01. Data Dimensionality-gg7SAMMl4kM.ar.vtt

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01. Data Dimensionality-gg7SAMMl4kM.en.vtt

1.20 KB

01. Data Dimensionality-gg7SAMMl4kM.mp4

5.75 MB

01. Data Dimensionality-gg7SAMMl4kM.pt-BR.vtt

1.27 KB

01. Data Dimensionality-gg7SAMMl4kM.zh-CN.vtt

1.05 KB

01. Data Dimensionality.html

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02. Trickier Data Dimensionality--dcNhrSPmoY.ar.vtt

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02. Trickier Data Dimensionality--dcNhrSPmoY.en.vtt

0.13 KB

02. Trickier Data Dimensionality--dcNhrSPmoY.mp4

473.01 KB

02. Trickier Data Dimensionality--dcNhrSPmoY.pt-BR.vtt

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02. Trickier Data Dimensionality--dcNhrSPmoY.zh-CN.vtt

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02. Trickier Data Dimensionality-s24-ikl3ZAs.ar.vtt

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02. Trickier Data Dimensionality-s24-ikl3ZAs.en.vtt

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02. Trickier Data Dimensionality-s24-ikl3ZAs.mp4

1.31 MB

02. Trickier Data Dimensionality-s24-ikl3ZAs.pt-BR.vtt

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02. Trickier Data Dimensionality-s24-ikl3ZAs.zh-CN.vtt

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02. Trickier Data Dimensionality.html

9.83 KB

03. One-Dimensional, or Two-QsncWsyboFk.ar.vtt

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03. One-Dimensional, or Two-QsncWsyboFk.en.vtt

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03. One-Dimensional, or Two-QsncWsyboFk.mp4

1.05 MB

03. One-Dimensional, or Two-QsncWsyboFk.pt-BR.vtt

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03. One-Dimensional, or Two-yhzQ_HJcwn8.ar.vtt

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03. One-Dimensional, or Two-yhzQ_HJcwn8.en.vtt

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03. One-Dimensional, or Two-yhzQ_HJcwn8.mp4

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03. One-Dimensional, or Two-yhzQ_HJcwn8.pt-BR.vtt

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03. One-Dimensional, or Two-yhzQ_HJcwn8.zh-CN.vtt

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03. One-Dimensional, or Two.html

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04. Slightly Less Perfect Data-9O7cJSP4C8w.ar.vtt

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04. Slightly Less Perfect Data-9O7cJSP4C8w.en.vtt

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04. Slightly Less Perfect Data-9O7cJSP4C8w.mp4

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04. Slightly Less Perfect Data-g5yfjKWIKN4.ar.vtt

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04. Slightly Less Perfect Data-g5yfjKWIKN4.mp4

1.37 MB

04. Slightly Less Perfect Data-g5yfjKWIKN4.pt-BR.vtt

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04. Slightly Less Perfect Data.html

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05. Trickiest Data Dimensionality-mTcuS5jUeUE.ar.vtt

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05. Trickiest Data Dimensionality-mTcuS5jUeUE.mp4

7.02 MB

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05. Trickiest Data Dimensionality-vIxDt0bNV9g.ar.vtt

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05. Trickiest Data Dimensionality-vIxDt0bNV9g.mp4

1.39 MB

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05. Trickiest Data Dimensionality.html

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06. PCA for Data Transformation-nDuo5ECT1G4.ar.vtt

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06. PCA for Data Transformation-nDuo5ECT1G4.en.vtt

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06. PCA for Data Transformation-nDuo5ECT1G4.mp4

7.86 MB

06. PCA for Data Transformation-nDuo5ECT1G4.pt-BR.vtt

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06. PCA for Data Transformation-nDuo5ECT1G4.zh-CN.vtt

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06. PCA for Data Transformation.html

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07. Center of a New Coordinate System-1ask5zHGQKM.ar.vtt

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07. Center of a New Coordinate System-1ask5zHGQKM.en.vtt

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07. Center of a New Coordinate System-1ask5zHGQKM.mp4

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07. Center of a New Coordinate System-Kst3mlrqJnQ.ar.vtt

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07. Center of a New Coordinate System-Kst3mlrqJnQ.mp4

4.68 MB

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07. Center of a New Coordinate System.html

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08. Principal Axis of New Coordinate System-i6zv8vyZBk0.ar.vtt

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08. Principal Axis of New Coordinate System-i6zv8vyZBk0.en.vtt

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08. Principal Axis of New Coordinate System-i6zv8vyZBk0.mp4

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08. Principal Axis of New Coordinate System-i6zv8vyZBk0.pt-BR.vtt

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08. Principal Axis of New Coordinate System-qPr3Uj55eog.ar.vtt

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08. Principal Axis of New Coordinate System-qPr3Uj55eog.mp4

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08. Principal Axis of New Coordinate System.html

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09. Second Principal Component Of New System-cTjBlM2ATLQ.ar.vtt

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09. Second Principal Component Of New System-cTjBlM2ATLQ.mp4

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09. Second Principal Component Of New System-PqtW_Ux2_nY.ar.vtt

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09. Second Principal Component Of New System-PqtW_Ux2_nY.en.vtt

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09. Second Principal Component Of New System-PqtW_Ux2_nY.mp4

3.95 MB

09. Second Principal Component Of New System-PqtW_Ux2_nY.pt-BR.vtt

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09. Second Principal Component of New System.html

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10. Practice Finding Centers-FZVBF1HR4U0.ar.vtt

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10. Practice Finding Centers-FZVBF1HR4U0.mp4

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10. Practice Finding Centers-PRjmvj6Vubs.ar.vtt

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10. Practice Finding Centers-PRjmvj6Vubs.mp4

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10. Practice Finding Centers-PRjmvj6Vubs.pt-BR.vtt

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10. Practice Finding Centers.html

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11. Practice Finding New Axes-aZqYc7v8BK4.ar.vtt

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11. Practice Finding New Axes-aZqYc7v8BK4.mp4

6.31 MB

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11. Practice Finding New Axes-th34aboBOO0.ar.vtt

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11. Practice Finding New Axes-th34aboBOO0.mp4

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11. Practice Finding New Axes-th34aboBOO0.pt-BR.vtt

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11. Practice Finding New Axes.html

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12. Which Data is Ready for PCA-JSVsHbGUuIE.ar.vtt

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12. Which Data is Ready for PCA-JSVsHbGUuIE.en.vtt

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12. Which Data is Ready for PCA-JSVsHbGUuIE.mp4

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12. Which Data is Ready for PCA-JSVsHbGUuIE.pt-BR.vtt

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12. Which Data is Ready for PCA-JSVsHbGUuIE.zh-CN.vtt

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12. Which Data is Ready for PCA-Su7kIUVPu6w.ar.vtt

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12. Which Data is Ready for PCA-Su7kIUVPu6w.en.vtt

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12. Which Data is Ready for PCA-Su7kIUVPu6w.mp4

6.68 MB

12. Which Data is Ready for PCA-Su7kIUVPu6w.pt-BR.vtt

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12. Which Data is Ready for PCA-Su7kIUVPu6w.zh-CN.vtt

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12. Which Data is Ready for PCA.html

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13. When Does an Axis Dominate-4hJlaYRHdpA.ar.vtt

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13. When Does an Axis Dominate-4hJlaYRHdpA.en.vtt

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13. When Does an Axis Dominate-4hJlaYRHdpA.mp4

1.67 MB

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20. Maximal Variance and Information Loss-DX_f02bUHT0.ar.vtt

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21. Info Loss and Principal Components-LTPV8lxQeZQ.ar.vtt

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22. Neighborhood Composite Feature-adXoa85rnPM.ar.vtt

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24. Maximum Number of PCs Quiz-oOUx6NHppdQ.ar.vtt

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25. ReviewDefinition of PCA-oFBGXUUuKyI.ar.vtt

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25. ReviewDefinition of PCA.html

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26. Applying PCA to Real Data.html

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27. PCA on the Enron Finance Data-6ufIq2nrTwg.ar.vtt

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27. PCA on the Enron Finance Data.html

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28. PCA in sklearn-SBYdqlLgbGk.ar.vtt

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29. When to Use PCA-hJZHcmJBk1o.ar.vtt

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30. PCA for Facial Recognition-B_JKtLN-i5I.ar.vtt

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30. PCA for Facial Recognition.html

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31. Eigenfaces Code-LgLYw-G4sLQ.ar.vtt

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index.html

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media

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Part 04-Module 05-Lesson 01_PCA Mini-Project

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Part 04-Module 06-Lesson 01_Random Projection and ICA

01. L6 1 Random Projection MAIN V1 V1 V1-Iat1a8mzI-Y.en.vtt

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03. Random Projection in sklearn.html

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04. Independent Component Analysis (ICA).html

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06. ICA.html

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08. [Lab] Independent Component Analysis.html

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Part 04-Module 07-Lesson 01_Unsupervised Learning Assessment

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Part 04-Module 08-Lesson 01_Creating Customer Segments

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Part 05-Module 01-Lesson 01_Neural Networks

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02. Introduction.html

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03. Classification Problems 1.html

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04. Classification Problems 2.html

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06. Higher Dimensions.html

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07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt

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07. Perceptrons.html

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08. Perceptrons as Logical Operators.html

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10. Perceptron Trick.html

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11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt

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11. Perceptron Algorithm.html

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12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt

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12. Non-Linear Regions-B8UrWnHh1Wc.mp4

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12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt

1.51 KB

12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt

1.57 KB

12. Non-Linear Regions.html

7.53 KB

13. Error Functions-YfUUunxWIJw.en.vtt

0.77 KB

13. Error Functions-YfUUunxWIJw.mp4

3.54 MB

13. Error Functions-YfUUunxWIJw.pt-BR.vtt

0.79 KB

13. Error Functions-YfUUunxWIJw.zh-CN.vtt

0.72 KB

13. Error Functions.html

7.51 KB

14. Error Functions-jfKShxGAbok.en.vtt

9.45 KB

14. Error Functions-jfKShxGAbok.mp4

7.21 MB

14. Error Functions-jfKShxGAbok.pt-BR.vtt

9.14 KB

14. Error Functions-jfKShxGAbok.zh-CN.vtt

8.34 KB

14. Log-loss Error Function.html

9.18 KB

15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt

0.54 KB

15. Discrete vs Continuous-rdP-RPDFkl0.mp4

2.26 MB

15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt

0.57 KB

15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt

0.47 KB

15. Discrete vs Continuous.html

9.78 KB

15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt

5.70 KB

15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4

5.35 MB

15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt

5.67 KB

15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt

4.67 KB

16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt

5.37 KB

16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4

4.01 MB

16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt

5.06 KB

16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt

4.37 KB

16. DL 18 S Softmax-n8S-v_LCTms.en.vtt

2.59 KB

16. DL 18 S Softmax-n8S-v_LCTms.mp4

1.95 MB

16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt

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16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt

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16. Quiz - Softmax-NNoezNnAMTY.en.vtt

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16. Quiz - Softmax-NNoezNnAMTY.mp4

1.73 MB

16. Quiz - Softmax-NNoezNnAMTY.pt-BR.vtt

0.49 KB

16. Quiz - Softmax-NNoezNnAMTY.zh-CN.vtt

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16. Softmax.html

11.82 KB

17. One-Hot Encoding-AePvjhyvsBo.en.vtt

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17. One-Hot Encoding-AePvjhyvsBo.mp4

1.65 MB

17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt

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17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt

2.02 KB

17. One-Hot Encoding.html

7.52 KB

18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt

1.64 KB

18. Maximum Likelihood 1-1yJx-QtlvNI.mp4

5.75 MB

18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt

1.61 KB

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18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt

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18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4

3.85 MB

18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt

4.49 KB

18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt

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18. Maximum Likelihood.html

9.88 KB

19. Maximizing Probabilities.html

9.34 KB

19. Quiz - Cross 1--xxrisIvD0E.en.vtt

0.90 KB

19. Quiz - Cross 1--xxrisIvD0E.mp4

3.02 MB

19. Quiz - Cross 1--xxrisIvD0E.pt-BR.vtt

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19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt

2.30 KB

19. Quiz Cross Entropy-njq6bYrPqSU.mp4

1.86 MB

19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt

2.28 KB

19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt

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20. Cross Entropy 1-iREoPUrpXvE.en.vtt

4.81 KB

20. Cross Entropy 1-iREoPUrpXvE.mp4

4.22 MB

20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt

5.00 KB

20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt

4.11 KB

20. Cross-Entropy 1.html

7.76 KB

21. Cross-Entropy 2.html

10.09 KB

21. CrossEntropy V1-1BnhC6e0TFw.en.vtt

8.03 KB

21. CrossEntropy V1-1BnhC6e0TFw.mp4

6.61 MB

21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt

7.81 KB

21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt

6.66 KB

21. Formula For Cross 1-qvr_ego_d6w.en.vtt

0.59 KB

21. Formula For Cross 1-qvr_ego_d6w.mp4

2.08 MB

21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt

0.70 KB

21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt

0.53 KB

22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt

4.72 KB

22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4

4.14 MB

22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt

4.54 KB

22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt

4.01 KB

22. Multi-Class Cross Entropy.html

8.72 KB

23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt

1.62 KB

23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4

1.49 MB

23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt

1.42 KB

23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt

1.46 KB

23. Error Function-V5kkHldUlVU.en.vtt

4.87 KB

23. Error Function-V5kkHldUlVU.mp4

4.84 MB

23. Error Function-V5kkHldUlVU.pt-BR.vtt

5.19 KB

23. Error Function-V5kkHldUlVU.zh-CN.vtt

4.15 KB

23. Logistic Regression.html

9.18 KB

24. Gradient Descent-rhVIF-nigrY.en.vtt

3.85 KB

24. Gradient Descent-rhVIF-nigrY.mp4

3.76 MB

24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt

3.98 KB

24. Gradient Descent.html

15.53 KB

25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt

2.55 KB

25. Gradient Descent Algorithm-snxmBgi_GeU.mp4

1.98 MB

25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt

2.64 KB

25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt

2.21 KB

25. Logistic Regression Algorithm.html

7.59 KB

26. Pre-Lab Gradient Descent.html

9.29 KB

27. Notebook Gradient Descent.html

7.96 KB

28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt

4.27 KB

28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4

3.20 MB

28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt

4.24 KB

28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt

3.60 KB

28. Perceptron vs Gradient Descent.html

7.90 KB

29. Neural Networks Outro V2-pwA5shUkRVc.mp4

3.30 MB

29. Outro.html

7.17 KB

index.html

5.65 KB

img

and-quiz.png

265.78 KB

and-to-or.png

606.14 KB

codecogseqn-43.gif

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codecogseqn-49.gif

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codecogseqn-58.gif

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codecogseqn-60-2.png

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meme.png

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or-quiz.png

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perceptronquiz.png

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points.png

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xor-quiz.png

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xor.png

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Part 05-Module 01-Lesson 02_Cloud Computing

01. Overview.html

6.47 KB

02. Create an AWS Account.html

5.89 KB

03. Get Access to GPU Instances.html

8.58 KB

04. Apply Credits.html

6.64 KB

05. Launch an Instance.html

12.58 KB

06. Login to the Instance.html

9.46 KB

07. More Resources.html

5.39 KB

index.html

3.92 KB

img

amazonwebservices-logo.svg.png

107.16 KB

aws-add-sec-group.png

41.71 KB

aws-create-account.png

13.50 KB

edit-security-group.png

12.76 KB

launch-instance.png

22.52 KB

launch.png

8.90 KB

p2-limit-increase.png

188.22 KB

p2xlarge-limit-request.png

129.66 KB

review-and-launch.png

15.75 KB

screen-shot-2017-06-13-at-12.58.03-pm.png

196.32 KB

screen-shot-2017-11-26-at-9.38.24-am.png

440.90 KB

screen-shot-2017-11-26-at-9.55.20-am.png

414.22 KB

screen-shot-2017-11-26-at-10.30.15-am.png

145.10 KB

screen-shot-2018-01-08-at-5.37.22-am.png

33.23 KB

screen-shot-2018-01-08-at-5.38.03-am.png

276.13 KB

screen-shot-2018-07-19-at-5.39.37-pm.png

131.05 KB

stop.png

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Part 05-Module 01-Lesson 03_Deep Neural Networks

01. Non-Linear Data-F7ZiE8PQiSc.en.vtt

0.62 KB

01. Non-Linear Data-F7ZiE8PQiSc.mp4

2.14 MB

01. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt

0.59 KB

01. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt

0.61 KB

01. Non-linear Data.html

7.51 KB

02. Continuous Perceptrons-07-JJ-aGEfM.en.vtt

1.33 KB

02. Continuous Perceptrons-07-JJ-aGEfM.mp4

1.13 MB

02. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt

1.31 KB

02. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt

1.15 KB

02. Continuous Perceptrons.html

7.56 KB

03. Non-Linear Models-HWuBKCZsCo8.en.vtt

1.30 KB

03. Non-Linear Models-HWuBKCZsCo8.mp4

1.13 MB

03. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt

1.39 KB

03. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt

1.12 KB

03. Non-Linear Models.html

7.52 KB

04. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt

3.02 KB

04. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4

2.83 MB

04. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt

3.34 KB

04. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt

2.76 KB

04. Combinando modelos-Boy3zHVrWB4.en.vtt

5.29 KB

04. Combinando modelos-Boy3zHVrWB4.mp4

4.73 MB

04. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt

5.29 KB

04. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt

4.61 KB

04. Layers-pg99FkXYK0M.en.vtt

3.40 KB

04. Layers-pg99FkXYK0M.mp4

3.11 MB

04. Layers-pg99FkXYK0M.pt-BR.vtt

3.29 KB

04. Layers-pg99FkXYK0M.zh-CN.vtt

3.04 KB

04. Multiclass Classification-uNTtvxwfox0.en.vtt

2.08 KB

04. Multiclass Classification-uNTtvxwfox0.mp4

1.88 MB

04. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt

2.12 KB

04. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt

1.82 KB

04. Neural Network Architecture.html

12.14 KB

05. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt

6.17 KB

05. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4

5.33 MB

05. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt

6.76 KB

05. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt

5.33 KB

05. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt

1.97 KB

05. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4

1.72 MB

05. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt

2.12 KB

05. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt

1.69 KB

05. Feedforward.html

8.79 KB

06. Backpropagation V2-1SmY3TZTyUk.en.vtt

7.21 KB

06. Backpropagation V2-1SmY3TZTyUk.mp4

6.52 MB

06. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt

7.17 KB

06. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt

6.39 KB

06. Backpropagation.html

11.59 KB

06. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt

3.41 KB

06. Calculating The Gradient 1 -tVuZDbUrzzI.mp4

3.31 MB

06. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt

3.44 KB

06. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt

2.88 KB

06. Chain Rule-YAhIBOnbt54.en.vtt

1.65 KB

06. Chain Rule-YAhIBOnbt54.mp4

1.46 MB

06. Chain Rule-YAhIBOnbt54.pt-BR.vtt

1.73 KB

06. Chain Rule-YAhIBOnbt54.zh-CN.vtt

1.42 KB

06. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt

6.16 KB

06. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4

5.69 MB

06. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt

6.50 KB

06. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt

5.05 KB

07. Keras.html

17.71 KB

08. Pre-Lab Student Admissions in Keras.html

13.67 KB

09. Lab Student Admissions in Keras.html

7.98 KB

10. Training Optimization-UiGKhx9pUYc.en.vtt

0.80 KB

10. Training Optimization-UiGKhx9pUYc.mp4

2.96 MB

10. Training Optimization-UiGKhx9pUYc.pt-BR.vtt

0.85 KB

10. Training Optimization-UiGKhx9pUYc.zh-CN.vtt

0.82 KB

10. Training Optimization.html

7.55 KB

11. Early Stopping.html

7.54 KB

11. Model Complexity Graph-NnS0FJyVcDQ.en.vtt

5.32 KB

11. Model Complexity Graph-NnS0FJyVcDQ.mp4

4.97 MB

11. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt

5.52 KB

11. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt

4.65 KB

12. DL 53 Q Regularization-KxROxcRsHL8.en.vtt

1.15 KB

12. DL 53 Q Regularization-KxROxcRsHL8.mp4

1.01 MB

12. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt

1.16 KB

12. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt

1.02 KB

12. Regularization.html

8.58 KB

13. Regularization 2.html

7.51 KB

13. Regularization-ndYnUrx8xvs.en.vtt

8.07 KB

13. Regularization-ndYnUrx8xvs.mp4

7.57 MB

13. Regularization-ndYnUrx8xvs.pt-BR.vtt

8.78 KB

13. Regularization-ndYnUrx8xvs.zh-CN.vtt

6.96 KB

14. Dropout-Ty6K6YiGdBs.en.vtt

4.71 KB

14. Dropout-Ty6K6YiGdBs.mp4

4.22 MB

14. Dropout-Ty6K6YiGdBs.pt-BR.vtt

4.66 KB

14. Dropout-Ty6K6YiGdBs.zh-CN.vtt

4.06 KB

14. Dropout.html

7.46 KB

15. Local Minima-gF_sW_nY-xw.en.vtt

1.14 KB

15. Local Minima-gF_sW_nY-xw.mp4

819.86 KB

15. Local Minima-gF_sW_nY-xw.pt-BR.vtt

1.05 KB

15. Local Minima-gF_sW_nY-xw.zh-CN.vtt

1.01 KB

15. Local Minima.html

7.49 KB

16. Vanishing Gradient-W_JJm_5syFw.en.vtt

1.46 KB

16. Vanishing Gradient-W_JJm_5syFw.mp4

1.32 MB

16. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt

1.56 KB

16. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt

1.24 KB

16. Vanishing Gradient.html

7.53 KB

17. Other Activation Functions-kA-1vUt6cvQ.en.vtt

2.68 KB

17. Other Activation Functions-kA-1vUt6cvQ.mp4

2.30 MB

17. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt

2.55 KB

17. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt

2.34 KB

17. Other Activation Functions.html

7.89 KB

18. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt

4.64 KB

18. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4

3.95 MB

18. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt

4.63 KB

18. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt

4.10 KB

18. Batch vs Stochastic Gradient Descent.html

7.65 KB

19. Learning Rate Decay.html

7.51 KB

19. Learning Rate-TwJ8aSZoh2U.en.vtt

1.12 KB

19. Learning Rate-TwJ8aSZoh2U.mp4

927.05 KB

19. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt

1.26 KB

19. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt

1.00 KB

20. Random Restart-idyBBCzXiqg.en.vtt

0.46 KB

20. Random Restart-idyBBCzXiqg.mp4

394.99 KB

20. Random Restart-idyBBCzXiqg.pt-BR.vtt

0.47 KB

20. Random Restart-idyBBCzXiqg.zh-CN.vtt

0.41 KB

20. Random Restart.html

7.50 KB

21. Momentum-r-rYz_PEWC8.en.vtt

2.50 KB

21. Momentum-r-rYz_PEWC8.mp4

2.14 MB

21. Momentum-r-rYz_PEWC8.pt-BR.vtt

2.70 KB

21. Momentum-r-rYz_PEWC8.zh-CN.vtt

2.20 KB

21. Momentum.html

7.46 KB

22. Optimizers in Keras.html

8.31 KB

23. Error Functions Around the World-34AAcTECu2A.en.vtt

1.17 KB

23. Error Functions Around the World-34AAcTECu2A.mp4

1.73 MB

23. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt

1.08 KB

23. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt

1.06 KB

23. Error Functions Around the World.html

7.63 KB

24. Neural Network Regression-aUJCBqBfEnI.mp4

3.46 MB

24. Neural Network Regression-aUJCBqBfEnI.pt-BR.vtt

3.74 KB

24. Neural Network Regression.html

7.34 KB

25. Neural Networks Playground.html

8.03 KB

26. Keras Lab-a50un22BsLI.en.vtt

0.57 KB

26. Keras Lab-a50un22BsLI.mp4

2.19 MB

26. Keras Lab-a50un22BsLI.pt-BR.vtt

0.56 KB

26. Keras Lab-a50un22BsLI.zh-CN.vtt

0.53 KB

26. Mini Project Intro.html

7.49 KB

27. Pre-Lab IMDB Data in Keras.html

11.72 KB

28. Lab IMDB Data in Keras.html

7.96 KB

29. Conclusion-wOiUQDgGD9E.en.vtt

0.71 KB

29. Conclusion-wOiUQDgGD9E.mp4

2.58 MB

29. Conclusion-wOiUQDgGD9E.pt-BR.vtt

1.02 KB

29. Conclusion-wOiUQDgGD9E.zh-CN.vtt

0.64 KB

29. Outro.html

7.47 KB

index.html

5.66 KB

img

all-ranks.png

308.47 KB

data.png

49.54 KB

nn.png

105.99 KB

regularization-quiz.png

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sigmoid-derivative.gif

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student-acceptance.png

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summary.png

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Part 05-Module 01-Lesson 04_Convolutional Neural Networks

01. Introducing Alexis-38ExGpdyvJI.en.vtt

0.68 KB

01. Introducing Alexis-38ExGpdyvJI.mp4

2.05 MB

01. Introducing Alexis-38ExGpdyvJI.pt-BR.vtt

0.58 KB

01. Introducing Alexis-38ExGpdyvJI.zh-CN.vtt

0.60 KB

01. Introducing Alexis.html

7.77 KB

02. Applications of CNNs-HrYNL_1SV2Y.en.vtt

5.37 KB

02. Applications of CNNs-HrYNL_1SV2Y.mp4

17.70 MB

02. Applications of CNNs-HrYNL_1SV2Y.pt-BR.vtt

5.66 KB

02. Applications of CNNs-HrYNL_1SV2Y.zh-CN.vtt

4.70 KB

02. Applications of CNNs.html

12.90 KB

03. How Computers Interpret Images-V4f6p6uRhu8.en.vtt

5.52 KB

03. How Computers Interpret Images-V4f6p6uRhu8.mp4

6.18 MB

03. How Computers Interpret Images-V4f6p6uRhu8.pt-BR.vtt

5.95 KB

03. How Computers Interpret Images-V4f6p6uRhu8.zh-CN.vtt

4.91 KB

03. How Computers Interpret Images.html

9.01 KB

04. MLPs For Image Classification-TIFStebu530.en.vtt

3.82 KB

04. MLPs For Image Classification-TIFStebu530.mp4

4.40 MB

04. MLPs For Image Classification-TIFStebu530.pt-BR.vtt

4.06 KB

04. MLPs For Image Classification-TIFStebu530.zh-CN.vtt

3.42 KB

04. MLPs for Image Classification.html

8.28 KB

05. Categorical Cross-Entropy-3sDYifgjFck.en.vtt

4.82 KB

05. Categorical Cross-Entropy-3sDYifgjFck.mp4

5.42 MB

05. Categorical Cross-Entropy-3sDYifgjFck.pt-BR.vtt

5.13 KB

05. Categorical Cross-Entropy-3sDYifgjFck.zh-CN.vtt

4.24 KB

05. Categorical Cross-Entropy.html

9.10 KB

06. Model Validation in Keras-002jNXSM6CU.en.vtt

5.51 KB

06. Model Validation in Keras-002jNXSM6CU.mp4

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06. Model Validation in Keras.html

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07. When do MLPs (not) work well .html

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08. Mini project Training an MLP on MNIST.html

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09. Local Connectivity-z9wiDg0w-Dc.en.vtt

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09. Local Connectivity.html

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10. Convolutional Layers (Part 1).html

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11. Convolutional Layers (Part 2).html

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11. Convolutional Layers-RnM1D-XI--8.en.vtt

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11. Convolutional Layers-RnM1D-XI--8.mp4

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12. Stride and Padding-0r9o8hprDXQ.en.vtt

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12. Stride and Padding.html

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13. Convolutional Layers in Keras.html

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14. Quiz Dimensionality.html

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15. Pooling Layers-OkkIZNs7Cyc.en.vtt

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15. Pooling Layers.html

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16. Max Pooling Layers in Keras.html

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17. CNNs For Image Classification-l9vg_1YUlzg.en.vtt

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17. CNNs For Image Classification-l9vg_1YUlzg.mp4

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17. CNNs for Image Classification.html

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18. CNNs in Keras Practical Example-faFvmGDwXX0.en.vtt

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18. CNNs in Keras Practical Example-faFvmGDwXX0.mp4

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18. CNNs in Keras Practical Example-faFvmGDwXX0.pt-BR.vtt

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18. CNNs in Keras Practical Example-faFvmGDwXX0.zh-CN.vtt

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18. CNNs in Keras Practical Example.html

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19. Mini project CNNs in Keras.html

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20. Image Augmentation in Keras-odStujZq3GY.en.vtt

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20. Image Augmentation in Keras-odStujZq3GY.mp4

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20. Image Augmentation in Keras.html

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21. Mini project Image Augmentation in Keras.html

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22. Groundbreaking CNN Architectures-ddrB-mhMfkY.en.vtt

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22. Groundbreaking CNN Architectures-ddrB-mhMfkY.mp4

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22. Groundbreaking CNN Architectures.html

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23. Visualizing CNNs (Part 1).html

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24. Visualizing CNNs (Part 2).html

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25. Transfer Learning-LHG5FltaR6I.en.vtt

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25. Transfer Learning.html

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26. Transfer Learning in Keras-HsIAznMM1LA.en.vtt

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26. Transfer Learning in Keras-HsIAznMM1LA.mp4

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26. Transfer Learning in Keras.html

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index.html

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img

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Part 05-Module 01-Lesson 05_Deep Learning for Cancer Detection with Sebastian Thrun

01. Intro.html

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01. Introduction-ZCpXvVdIdnY.en.vtt

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01. Introduction-ZCpXvVdIdnY.mp4

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01. Introduction-ZCpXvVdIdnY.pt-BR.vtt

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01. Introduction-ZCpXvVdIdnY.zh-CN.vtt

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02. 02 Skin Cancer V4-70jGZeiTNgk.en.vtt

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02. 02 Skin Cancer V4-70jGZeiTNgk.mp4

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02. 02 Skin Cancer V4-70jGZeiTNgk.pt-BR.vtt

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02. 02 Skin Cancer V4-70jGZeiTNgk.zh-CN.vtt

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02. Skin Cancer.html

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03. Survival Probability of Skin Cancer.html

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03. Survival Rate-QPlp3NeGuSk.en.vtt

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03. Survival Rate-QPlp3NeGuSk.mp4

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04. Medical Classification-RCOSP60dV7U.en.vtt

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04. Medical Classification-RCOSP60dV7U.mp4

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04. Medical Classification-RCOSP60dV7U.pt-BR.vtt

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04. Medical Classification.html

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05. The Data-2RLbbV7MQNA.en.vtt

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05. The Data-2RLbbV7MQNA.mp4

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05. The data.html

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06. 06 Image Challenge V3-Efnoj1KNPHw.en.vtt

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06. Image Challenges.html

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07. 07 Quiz Data Challenges V1-F8yc7BlV93c.en.vtt

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07. Quiz Data Challenges.html

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08. Solution Data Challenges.html

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09. Training the Neural Network.html

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10. 10 Quiz Random Vs Preinitiliazed Weights V3-DRC1e4XGl2M.en.vtt

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10. Quiz Random vs Pre-initialized Weights.html

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11. Solution Random vs Pre-initialized Weight.html

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12. Validating The Training-Oxm9ofvov3I.en.vtt

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12. Validating the Training.html

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13. 13 Quiz Sensitivity And Specificty V3-O17MnhWBmKA.en.vtt

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13. Quiz Sensitivity and Specificity.html

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14. Solution Sensitivity and Specificity.html

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15. More on Sensitivity and Specificity.html

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16. 15 Quiz Diagnosing Cancer V3-4UzkwecBJro.en.vtt

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16. Quiz Diagnosing Cancer.html

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17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.en.vtt

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17. 16 Solution Diagnosing Cancer V3-IJYvt2ssUFk.mp4

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17. Solution Diagnosing Cancer.html

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18. Images-1GdiN5Wc8LA.mp4

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18. Refresh on ROC Curves.html

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18. ROC Curve-2Iw5TiGzJI4.en.vtt

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18. ROC Curve-2Iw5TiGzJI4.mp4

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19. 17 Quiz ROC Curve 1 PT2 V1-Xv3v59_CfEU.en.vtt

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19. Quiz ROC Curve.html

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20. Solution ROC Curve-sdUUf6RRmXI.en.vtt

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20. Solution ROC Curve.html

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21. Comparing our Results with Doctors.html

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21. ROC Curve-fWwe_JlpnlQ.en.vtt

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21. ROC Curve-fWwe_JlpnlQ.mp4

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21. ROC Curve-fWwe_JlpnlQ.pt-BR.vtt

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22. Visualization-aGIGB4Ta3_A.en.vtt

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22. Visualization-aGIGB4Ta3_A.mp4

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22. Visualization-aGIGB4Ta3_A.pt-BR.vtt

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22. Visualization.html

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23. What is the network looking at.html

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23. What Is The Neural Network Looking At-qN-rvoxPbBw.en.vtt

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23. What Is The Neural Network Looking At-qN-rvoxPbBw.mp4

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23. What Is The Neural Network Looking At-qN-rvoxPbBw.pt-BR.vtt

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24. Confusion Matrix-Question 1-9GLNjmMUB_4.en-US.vtt

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24. Confusion Matrix-Question 1-9GLNjmMUB_4.en.vtt

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24. Confusion Matrix-Question 1-9GLNjmMUB_4.mp4

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24. Confusion Matrix-Question 1-9GLNjmMUB_4.zh-CN.vtt

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24. Refresh on Confusion Matrices.html

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25. Confusion Matrix-3rpN-YYlfes.en.vtt

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25. Confusion Matrix-3rpN-YYlfes.mp4

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25. Confusion Matrix.html

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26. Conclusion-WhpE_8sTt-0.en.vtt

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26. Conclusion-WhpE_8sTt-0.mp4

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26. Conclusion-WhpE_8sTt-0.pt-BR.vtt

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26. Conclusion-WhpE_8sTt-0.zh-CN.vtt

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26. Conclusion.html

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27. Useful Resources.html

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28. Mini Project Introduction-Rgf3YVFWl-M.en.vtt

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28. Mini Project Introduction-Rgf3YVFWl-M.mp4

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28. Mini Project Introduction-Rgf3YVFWl-M.pt-BR.vtt

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28. Mini Project Introduction.html

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29. Mini Project Dermatologist AI.html

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index.html

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img

cat-1.jpeg

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cat-3.png

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confusion-matrix.png

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lesions.png

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nature.png

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new-confusion-matrix.png

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precision-recall.png

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roc-curve.png

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roc-curves.png

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roc.png

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sample-confusion-matrix.png

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sample-roc-curve.png

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sensitivity-specificity.png

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media

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Part 05-Module 01-Lesson 06_Deep Learning Assessment

01. Assessment.html

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index.html

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Part 05-Module 01-Lesson 07_Deep Learning Project

01. Dog Breed Recognition Project.html

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02. Dog Breed Workspace.html

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index.html

3.80 KB

Project Description - Dog Breed Classifier.html

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Project Rubric - Dog Breed Classifier.html

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Part 06-Module 01-Lesson 01_Introduction to RL

01. Introduction-6jSFl5kxIBs.en.vtt

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01. Introduction-6jSFl5kxIBs.mp4

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01. Introduction.html

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02. Applications-CV6B84mKRNM.en.vtt

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02. Applications-CV6B84mKRNM.mp4

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02. Applications-CV6B84mKRNM.pt-BR.vtt

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02. Applications-CV6B84mKRNM.zh-CN.vtt

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02. Applications.html

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03. The Setting-nh8Gwdu19nc.en.vtt

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03. The Setting-nh8Gwdu19nc.mp4

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03. The Setting.html

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04. OpenAI Gym-MktEOWp3QLg.en.vtt

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04. OpenAI Gym-MktEOWp3QLg.mp4

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04. OpenAI Gym-MktEOWp3QLg.pt-BR.vtt

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04. OpenAI Gym.html

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05. Resources-_YPqfAnCqtk.en.vtt

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05. Resources-_YPqfAnCqtk.mp4

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05. Resources.html

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06. Reference Guide.html

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index.html

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Part 06-Module 01-Lesson 02_The RL Framework The Problem

01. Introduction-X_9l_ZqXXBA.en.vtt

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01. Introduction-X_9l_ZqXXBA.mp4

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01. Introduction.html

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02. The Setting, Revisited-V6Q1uF8a6kA.en.vtt

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02. The Setting, Revisited.html

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.en.vtt

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03. Episodic vs. Continuing Tasks-E1I-BPanSM8.mp4

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03. Episodic vs. Continuing Tasks.html

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04. Quiz Test Your Intuition.html

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05. Quiz Episodic or Continuing.html

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06. The Reward Hypothesis-uAqNwgZ49JE.en.vtt

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06. The Reward Hypothesis.html

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07. Goals and Rewards, Part 1-XPnj3Ya3EuM.en.vtt

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07. Goals and Rewards, Part 1.html

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08. Goals and Rewards, Part 2-pVIFc72VYH8.en.vtt

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08. Goals and Rewards, Part 2.html

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09. Quiz Goals and Rewards.html

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10. Cumulative Reward-ysriH65lV9o.en.vtt

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10. Cumulative Reward.html

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11. Discounted Return-opXGNPwwn7g.en.vtt

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11. Discounted Return-opXGNPwwn7g.mp4

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11. Discounted Return.html

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12. Quiz Pole-Balancing.html

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13. MDPs, Part 1-NBWbluSbxPg.en.vtt

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13. MDPs, Part 1-NBWbluSbxPg.mp4

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13. MDPs, Part 1.html

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14. MDPs, Part 2-CUTtQvxKkNw.en.vtt

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14. MDPs, Part 2-CUTtQvxKkNw.mp4

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14. MDPs, Part 2.html

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15. Quiz One-Step Dynamics, Part 1.html

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17. MDPs, Part 3-UlXHFbla3QI.en.vtt

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17. MDPs, Part 3-UlXHFbla3QI.mp4

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17. MDPs, Part 3.html

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18. Finite MDPs.html

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19. Summary.html

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index.html

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Part 06-Module 01-Lesson 03_The RL Framework The Solution

01. Introduction-9Wyf5Zsska8.en.vtt

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01. Introduction-9Wyf5Zsska8.mp4

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01. Introduction.html

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02. Policies-hc3LrvaC13U.en.vtt

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02. Policies-hc3LrvaC13U.mp4

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02. Policies.html

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03. Quiz Interpret the Policy.html

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04. Gridworld Example-XeHBmPFqTsE.en.vtt

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04. Gridworld Example.html

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05. State-Value Functions-llakAjwox_8.en.vtt

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06. Bellman Equations-UgIaDMvSdUo.en.vtt

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07. Quiz State-Value Functions.html

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08. Optimality-j231aRV74QM.en.vtt

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09. Action-Value Functions-KJLaRfOOPGA.en.vtt

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11. Optimal Policies-2rguYpVyCto.en.vtt

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13. Summary.html

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Part 06-Module 01-Lesson 04_Dynamic Programming

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01. Introduction-ek2PD9RDrWw.mp4

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01. Introduction-ek2PD9RDrWw.pt-BR.vtt

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01. Introduction.html

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02. OpenAI Gym FrozenLakeEnv.html

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03. Your Workspace.html

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04. Another Gridworld Example-n9SbomnLb-U.en.vtt

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04. Another Gridworld Example.html

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05. An Iterative Method, Part 1.html

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06. An Iterative Method, Part 2.html

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07. Quiz An Iterative Method.html

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08. Iterative Policy Evaluation-eDXIL_oOJHI.en.vtt

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08. Iterative Policy Evaluation-eDXIL_oOJHI.mp4

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08. Iterative Policy Evaluation.html

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09. Implementation.html

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10. Mini Project DP (Parts 0 and 1).html

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11. Action Values.html

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14. Policy Improvement-4_adUEK0IHg.en.vtt

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14. Policy Improvement.html

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18. Implementation.html

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20. Truncated Policy Iteration-a-RvCxlPMho.en.vtt

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21. Implementation.html

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23. Value Iteration-XNeQn8N36y8.en.vtt

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23. Value Iteration.html

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24. Implementation.html

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25. Mini Project DP (Part 6).html

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26. Check Your Understanding.html

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27. Summary.html

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Part 06-Module 01-Lesson 05_Monte Carlo Methods

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01. Introduction.html

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02. OpenAI Gym BlackjackEnv.html

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03. MC Prediction State Values-0q2wSWyuBj8.en.vtt

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06. MC Prediction Action Values-08tLtbh0xLs.en.vtt

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09. Generalized Policy Iteration-XRmz4nolEsw.en.vtt

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10. MC Control Incremental Mean-E2RITH-2NUE.en.vtt

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10. MC Control Incremental Mean.html

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11. Quiz Incremental Mean.html

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12. MC Control Policy Evaluation-3_opwMzpEEI.en.vtt

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14. Quiz Epsilon-Greedy Policies.html

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15. Exploration vs. Exploitation.html

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16. Implementation.html

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18. MC Control Constant-alpha, Part 1.html

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Part 06-Module 01-Lesson 06_Temporal-Difference Methods

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01. Introduction.html

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02. OpenAI Gym CliffWalkingEnv.html

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03. TD Prediction TD(0)-CsD6b0csU7o.en.vtt

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Part 06-Module 01-Lesson 07_Solve OpenAI Gym's Taxi-v2 Task

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Part 06-Module 02-Lesson 01_RL in Continuous Spaces

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14. Summary-MTEBk43oByU.en.vtt

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14. Summary-MTEBk43oByU.mp4

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14. Summary-MTEBk43oByU.pt-BR.vtt

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14. Summary-MTEBk43oByU.zh-CN.vtt

1.37 KB

14. Summary.html

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index.html

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img

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Part 06-Module 02-Lesson 02_Deep Q-Learning

01. Intro to Deep Q-Learning-o3cmuUDhP3I.en.vtt

1.44 KB

01. Intro to Deep Q-Learning-o3cmuUDhP3I.mp4

9.08 MB

01. Intro to Deep Q-Learning-o3cmuUDhP3I.pt-BR.vtt

1.67 KB

01. Intro to Deep Q-Learning-o3cmuUDhP3I.zh-CN.vtt

1.27 KB

01. Intro to Deep Q-Learning.html

5.95 KB

02. Neural Nets as Value Functions-cBi7vLrk8QQ.en.vtt

3.73 KB

02. Neural Nets as Value Functions-cBi7vLrk8QQ.mp4

12.65 MB

02. Neural Nets as Value Functions-cBi7vLrk8QQ.pt-BR.vtt

3.93 KB

02. Neural Nets as Value Functions-cBi7vLrk8QQ.zh-CN.vtt

3.22 KB

02. Neural Nets as Value Functions.html

5.99 KB

03. Monte Carlo Learning-qOviWYwcvsg.en.vtt

2.84 KB

03. Monte Carlo Learning-qOviWYwcvsg.mp4

10.41 MB

03. Monte Carlo Learning-qOviWYwcvsg.pt-BR.vtt

3.13 KB

03. Monte Carlo Learning-qOviWYwcvsg.zh-CN.vtt

2.50 KB

03. Monte Carlo Learning.html

6.19 KB

04. Temporal Difference Learning-lpmDi0QeUm8.en.vtt

4.12 KB

04. Temporal Difference Learning-lpmDi0QeUm8.mp4

16.98 MB

04. Temporal Difference Learning-lpmDi0QeUm8.pt-BR.vtt

4.47 KB

04. Temporal Difference Learning-lpmDi0QeUm8.zh-CN.vtt

3.60 KB

04. Temporal Difference Learning.html

5.98 KB

05. Q-Learning-AI5gLgYMSq8.en.vtt

5.27 KB

05. Q-Learning-AI5gLgYMSq8.mp4

17.31 MB

05. Q-Learning-AI5gLgYMSq8.pt-BR.vtt

5.81 KB

05. Q-Learning-AI5gLgYMSq8.zh-CN.vtt

4.65 KB

05. Q-Learning.html

6.15 KB

06. Deep Q Network-GgtR_d1OB-M.en.vtt

5.85 KB

06. Deep Q Network-GgtR_d1OB-M.mp4

25.67 MB

06. Deep Q Network-GgtR_d1OB-M.pt-BR.vtt

6.34 KB

06. Deep Q Network-GgtR_d1OB-M.zh-CN.vtt

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06. Deep Q Network.html

6.20 KB

07. Experience Replay-wX_-SZG-YMQ.en.vtt

9.51 KB

07. Experience Replay-wX_-SZG-YMQ.mp4

48.38 MB

07. Experience Replay-wX_-SZG-YMQ.pt-BR.vtt

11.32 KB

07. Experience Replay-wX_-SZG-YMQ.zh-CN.vtt

8.25 KB

07. Experience Replay.html

6.23 KB

08. Fixed Q Targets-SWpyiEezfp4.en.vtt

5.42 KB

08. Fixed Q Targets-SWpyiEezfp4.mp4

20.97 MB

08. Fixed Q Targets-SWpyiEezfp4.pt-BR.vtt

5.93 KB

08. Fixed Q Targets-SWpyiEezfp4.zh-CN.vtt

4.77 KB

08. Fixed Q Targets.html

6.13 KB

09. Deep Q-Learning Algorithm-MqTXoCxQ_eY.en.vtt

4.48 KB

09. Deep Q-Learning Algorithm-MqTXoCxQ_eY.mp4

17.45 MB

09. Deep Q-Learning Algorithm-MqTXoCxQ_eY.pt-BR.vtt

5.35 KB

09. Deep Q-Learning Algorithm-MqTXoCxQ_eY.zh-CN.vtt

3.84 KB

09. Deep Q-Learning Algorithm.html

6.49 KB

10. DQN Improvements-Zfdbp93A2GU.en.vtt

12.13 KB

10. DQN Improvements-Zfdbp93A2GU.mp4

39.40 MB

10. DQN Improvements-Zfdbp93A2GU.pt-BR.vtt

14.18 KB

10. DQN Improvements-Zfdbp93A2GU.zh-CN.vtt

10.72 KB

10. DQN Improvements.html

6.83 KB

11. Implementing Deep Q-Learning.html

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12. TensorFlow Implementation.html

6.34 KB

13. Wrap Up-x6JggcDTcys.en.vtt

1.22 KB

13. Wrap Up-x6JggcDTcys.mp4

7.20 MB

13. Wrap Up-x6JggcDTcys.pt-BR.vtt

1.49 KB

13. Wrap Up-x6JggcDTcys.zh-CN.vtt

1.10 KB

13. Wrap Up.html

5.84 KB

index.html

4.43 KB

img

atari-network.png

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enable-gpu.png

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Part 06-Module 02-Lesson 03_Policy-Based Methods

01. M2L3 01 V1-YOSREyp04HA.en.vtt

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01. M2L3 01 V1-YOSREyp04HA.mp4

4.98 MB

01. M2L3 01 V1-YOSREyp04HA.zh-CN.vtt

0.77 KB

01. Policy-Based Methods.html

5.29 KB

02. M2L3 02 V2-ToS8vXGdODE.en.vtt

9.07 KB

02. M2L3 02 V2-ToS8vXGdODE.mp4

32.51 MB

02. M2L3 02 V2-ToS8vXGdODE.zh-CN.vtt

8.11 KB

02. Why Policy-Based Methods.html

5.30 KB

03. M2L3 03 V2-TePX-0Bs23E.en.vtt

5.99 KB

03. M2L3 03 V2-TePX-0Bs23E.mp4

18.85 MB

03. M2L3 03 V2-TePX-0Bs23E.zh-CN.vtt

5.24 KB

03. Policy Function Approximation.html

5.30 KB

04. M2L3 04 V1-QicxmyE5vTo.en.vtt

5.35 KB

04. M2L3 04 V1-QicxmyE5vTo.mp4

21.03 MB

04. M2L3 04 V1-QicxmyE5vTo.zh-CN.vtt

4.62 KB

04. Stochastic Policy Search.html

5.29 KB

05. M2L3 05 V1-eZxxNNIZuwA.en.vtt

7.33 KB

05. M2L3 05 V1-eZxxNNIZuwA.mp4

16.64 MB

05. M2L3 05 V1-eZxxNNIZuwA.zh-CN.vtt

6.27 KB

05. Policy Gradients.html

5.28 KB

06. M2L3 06 V1-RMjdQkl6CqE.en.vtt

0.89 KB

06. M2L3 06 V1-RMjdQkl6CqE.mp4

3.01 MB

06. M2L3 06 V1-RMjdQkl6CqE.zh-CN.vtt

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06. Monte Carlo Policy Gradients.html

5.30 KB

07. Constrained Policy Gradients.html

5.30 KB

07. M2L3 07 V2-ZBLLGIN1EfU.en.vtt

9.11 KB

07. M2L3 07 V2-ZBLLGIN1EfU.mp4

43.55 MB

07. M2L3 07 V2-ZBLLGIN1EfU.zh-CN.vtt

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08. M2L3 08 V1-og3W6CXn1F0.en.vtt

1.36 KB

08. M2L3 08 V1-og3W6CXn1F0.mp4

7.63 MB

08. M2L3 08 V1-og3W6CXn1F0.zh-CN.vtt

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08. Recap.html

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index.html

4.07 KB

Part 06-Module 02-Lesson 04_Actor-Critic Methods

01. Actor-Critic Methods.html

5.44 KB

01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.en.vtt

1.54 KB

01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.mp4

10.38 MB

01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.pt-BR.vtt

1.78 KB

01. RL M2L4 01 Actor Critic Methods RENDER V1 V1-FXhyxJzgt8U.zh-CN.vtt

1.36 KB

02. A Better Score Function.html

5.41 KB

02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.en.vtt

2.64 KB

02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.mp4

8.68 MB

02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.pt-BR.vtt

3.09 KB

02. RL M2L4 02 A Better Score Function V2-_HBJ3l10-OE.zh-CN.vtt

2.34 KB

03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.en.vtt

1.68 KB

03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.mp4

6.13 MB

03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.pt-BR.vtt

1.93 KB

03. RL M2L4 03 Two Function Approximators V1-37KQEgLaLfw.zh-CN.vtt

1.45 KB

03. Two Function Approximators.html

5.43 KB

04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.en.vtt

2.72 KB

04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.mp4

10.01 MB

04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.pt-BR.vtt

3.03 KB

04. RL M2L4 04 The Actor And The Critic V1-bvbE9F7urd4.zh-CN.vtt

2.41 KB

04. The Actor and The Critic.html

5.42 KB

05. Advantage Function.html

5.42 KB

05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.en.vtt

3.90 KB

05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.mp4

10.72 MB

05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.pt-BR.vtt

4.27 KB

05. RL M2L4 05 Advantage Function RENDER V1 V2-vpLmzKqcgfc.zh-CN.vtt

3.30 KB

06. Actor-Critic with Advantage.html

5.49 KB

06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.en.vtt

1.00 KB

06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.mp4

3.09 MB

06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.pt-BR.vtt

1.18 KB

06. RL M2L4 06 Actor Critic With Advantage RENDER V1 V1-Bwd2OF7hJXQ.zh-CN.vtt

0.87 KB

07. Summary-hvYQ_3LgCYs.en.vtt

2.34 KB

07. Summary-hvYQ_3LgCYs.mp4

16.90 MB

07. Summary-hvYQ_3LgCYs.pt-BR.vtt

2.79 KB

07. Summary-hvYQ_3LgCYs.zh-CN.vtt

2.09 KB

07. Summary.html

5.23 KB

index.html

3.97 KB

Part 06-Module 02-Lesson 05_Teach a Quadcopter How to Fly

01. Project Intro.html

9.73 KB

02. Quadcopter workspace.html

6.05 KB

03. Replay Buffer.html

6.54 KB

04. DDPG Actor.html

9.78 KB

05. DDPG Critic.html

9.15 KB

06. DDPG Agent.html

10.55 KB

07. Ornsteinâ€“Uhlenbeck Noise.html

7.30 KB

08. Troubleshooting.html

8.78 KB

index.html

4.24 KB

Project Description - Teach a Quadcopter How to Fly.html

6.24 KB

Project Rubric - Teach a Quadcopter How to Fly.html

8.15 KB

img

parrot-ar-drone.jpg

146.51 KB

submit-workspace.png

546.65 KB

Part 06-Module 03-Lesson 01_Reinforcement Learning Assessment

01. Assessment.html

8.40 KB

index.html

3.50 KB

Part 07-Module 01-Lesson 01_Writing up a Capstone Proposal

01. Overview.html

7.04 KB

02. Description.html

6.65 KB

03. Software and Data Requirements.html

7.47 KB

04. Proposal Guidelines.html

6.62 KB

05. Submitting the Project.html

6.35 KB

index.html

4.01 KB

Project Description - Capstone Proposal.html

9.03 KB

Project Rubric - Capstone Proposal.html

8.75 KB

Part 07-Module 02-Lesson 01_Machine Learning Capstone Project

01. Overview.html

6.77 KB

02. Description.html

7.81 KB

03. Software and Data Requirements.html

7.68 KB

04. Report Guidelines.html

6.71 KB

05. Example Reports.html

7.62 KB

06. Submitting the Project.html

7.32 KB

index.html

4.08 KB

Project Description - Capstone Project.html

10.41 KB

Project Rubric - Capstone Project.html

12.54 KB

Part 08-Module 01-Lesson 01_Conduct a Job Search

01. Introduction-axcFtHK6If4.en.vtt

2.32 KB

01. Introduction-axcFtHK6If4.es-MX.vtt

2.24 KB

01. Introduction-axcFtHK6If4.mp4

10.45 MB

01. Introduction-axcFtHK6If4.pt-BR.vtt

2.27 KB

01. Introduction-axcFtHK6If4.zh-CN.vtt

2.22 KB

01. Introduction.html

5.22 KB

02. Job Search Mindset-cBk7bno3KS0.en.vtt

2.44 KB

02. Job Search Mindset-cBk7bno3KS0.es-MX.vtt

2.44 KB

02. Job Search Mindset-cBk7bno3KS0.mp4

12.08 MB

02. Job Search Mindset-cBk7bno3KS0.pt-BR.vtt

2.48 KB

02. Job Search Mindset-cBk7bno3KS0.zh-CN.vtt

2.28 KB

02. Job Search Mindset.html

5.26 KB

03. Target Your Application to An Employer-X9JBzbrkcvs.en.vtt

5.07 KB

03. Target Your Application to An Employer-X9JBzbrkcvs.es-MX.vtt

5.20 KB

03. Target Your Application to An Employer-X9JBzbrkcvs.mp4

22.24 MB

03. Target Your Application to An Employer-X9JBzbrkcvs.pt-BR.vtt

5.17 KB

03. Target Your Application to An Employer-X9JBzbrkcvs.zh-CN.vtt

4.67 KB

03. Target Your Application to An Employer.html

5.42 KB

04. Open Yourself Up to Opportunity-1OamTNkk1xM.en.vtt

0.65 KB

04. Open Yourself Up to Opportunity-1OamTNkk1xM.es-MX.vtt

0.69 KB

04. Open Yourself Up to Opportunity-1OamTNkk1xM.mp4

1.14 MB

04. Open Yourself Up to Opportunity-1OamTNkk1xM.pt-BR.vtt

0.74 KB

04. Open Yourself Up to Opportunity-1OamTNkk1xM.zh-CN.vtt

0.66 KB

04. Open Yourself Up to Opportunity.html

5.37 KB

05. Resources in Your Career Portal.html

6.32 KB

index.html

3.86 KB

img

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screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

Part 08-Module 02-Lesson 01_Refine Your Entry-Level Resume

01. Convey Your Skills Concisely-xnQr3ohml9s.en.vtt

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01. Convey Your Skills Concisely-xnQr3ohml9s.es-MX.vtt

2.10 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.mp4

11.53 MB

01. Convey Your Skills Concisely-xnQr3ohml9s.pt-BR.vtt

2.17 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.zh-CN.vtt

2.08 KB

01. Convey Your Skills Concisely.html

5.99 KB

02. Effective Resume Components-AiFcaHRGdEA.en.vtt

2.53 KB

02. Effective Resume Components-AiFcaHRGdEA.es-MX.vtt

2.54 KB

02. Effective Resume Components-AiFcaHRGdEA.mp4

13.24 MB

02. Effective Resume Components-AiFcaHRGdEA.pt-BR.vtt

2.58 KB

02. Effective Resume Components-AiFcaHRGdEA.zh-CN.vtt

2.34 KB

02. Effective Resume Components.html

5.98 KB

03. Resume Structure-POM0MqLTj98.en.vtt

3.46 KB

03. Resume Structure-POM0MqLTj98.es-MX.vtt

3.67 KB

03. Resume Structure-POM0MqLTj98.mp4

12.18 MB

03. Resume Structure-POM0MqLTj98.pt-BR.vtt

3.70 KB

03. Resume Structure-POM0MqLTj98.zh-CN.vtt

3.26 KB

03. Resume Structure.html

5.89 KB

04. Describe Your Work Experiences-B1LED4txinI.en.vtt

1.75 KB

04. Describe Your Work Experiences-B1LED4txinI.es-MX.vtt

1.81 KB

04. Describe Your Work Experiences-B1LED4txinI.mp4

9.49 MB

04. Describe Your Work Experiences-B1LED4txinI.pt-BR.vtt

1.86 KB

04. Describe Your Work Experiences-B1LED4txinI.zh-CN.vtt

1.71 KB

04. Describe Your Work Experiences.html

6.23 KB

05. Resume Reflection-8Cj_tCp8mls.en.vtt

2.31 KB

05. Resume Reflection-8Cj_tCp8mls.es-MX.vtt

1.95 KB

05. Resume Reflection-8Cj_tCp8mls.mp4

12.64 MB

05. Resume Reflection-8Cj_tCp8mls.pt-BR.vtt

1.98 KB

05. Resume Reflection-8Cj_tCp8mls.zh-CN.vtt

2.10 KB

05. Resume Reflection.html

5.90 KB

06. Resume Review-L3F2BFGYMtI.en.vtt

2.75 KB

06. Resume Review-L3F2BFGYMtI.es-MX.vtt

2.74 KB

06. Resume Review-L3F2BFGYMtI.mp4

12.85 MB

06. Resume Review-L3F2BFGYMtI.pt-BR.vtt

2.82 KB

06. Resume Review-L3F2BFGYMtI.zh-CN.vtt

2.40 KB

06. Resume Review.html

6.40 KB

07. Resume Review (Entry-level).html

7.62 KB

08. Resources in Your Career Portal.html

6.97 KB

index.html

4.40 KB

Project Description - Resume Review Project (Entry-level).html

6.66 KB

Project Rubric - Resume Review Project (Entry-level).html

13.19 KB

img

career-portal-sidebar.png

11.37 KB

screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

Part 08-Module 02-Lesson 02_Refine Your Career Change Resume

01. Convey Your Skills Concisely-xnQr3ohml9s.en.vtt

2.36 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.es-MX.vtt

2.10 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.mp4

11.53 MB

01. Convey Your Skills Concisely-xnQr3ohml9s.pt-BR.vtt

2.17 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.zh-CN.vtt

2.08 KB

01. Convey Your Skills Concisely.html

6.00 KB

02. Effective Resume Components-AiFcaHRGdEA.en.vtt

2.53 KB

02. Effective Resume Components-AiFcaHRGdEA.es-MX.vtt

2.54 KB

02. Effective Resume Components-AiFcaHRGdEA.mp4

13.24 MB

02. Effective Resume Components-AiFcaHRGdEA.pt-BR.vtt

2.58 KB

02. Effective Resume Components-AiFcaHRGdEA.zh-CN.vtt

2.34 KB

02. Effective Resume Components.html

5.99 KB

03. Resume Structure-POM0MqLTj98.en.vtt

3.46 KB

03. Resume Structure-POM0MqLTj98.es-MX.vtt

3.67 KB

03. Resume Structure-POM0MqLTj98.mp4

12.18 MB

03. Resume Structure-POM0MqLTj98.pt-BR.vtt

3.70 KB

03. Resume Structure-POM0MqLTj98.zh-CN.vtt

3.26 KB

03. Resume Structure.html

5.91 KB

04. Describe Your Work Experiences-B1LED4txinI.en.vtt

1.75 KB

04. Describe Your Work Experiences-B1LED4txinI.es-MX.vtt

1.81 KB

04. Describe Your Work Experiences-B1LED4txinI.mp4

9.49 MB

04. Describe Your Work Experiences-B1LED4txinI.pt-BR.vtt

1.86 KB

04. Describe Your Work Experiences-B1LED4txinI.zh-CN.vtt

1.71 KB

04. Describe Your Work Experiences.html

6.24 KB

05. Resume Reflection-8Cj_tCp8mls.en.vtt

2.31 KB

05. Resume Reflection-8Cj_tCp8mls.es-MX.vtt

1.95 KB

05. Resume Reflection-8Cj_tCp8mls.mp4

12.64 MB

05. Resume Reflection-8Cj_tCp8mls.pt-BR.vtt

1.98 KB

05. Resume Reflection-8Cj_tCp8mls.zh-CN.vtt

2.10 KB

05. Resume Reflection.html

5.91 KB

06. Resume Review-L3F2BFGYMtI.en.vtt

2.75 KB

06. Resume Review-L3F2BFGYMtI.es-MX.vtt

2.74 KB

06. Resume Review-L3F2BFGYMtI.mp4

12.85 MB

06. Resume Review-L3F2BFGYMtI.pt-BR.vtt

2.82 KB

06. Resume Review-L3F2BFGYMtI.zh-CN.vtt

2.40 KB

06. Resume Review.html

6.41 KB

07. Resume Review (Career Change).html

7.68 KB

08. Resources in Your Career Portal.html

6.98 KB

index.html

4.41 KB

Project Description - Resume Review Project (Career Change).html

6.50 KB

Project Rubric - Resume Review Project (Career Change).html

13.23 KB

img

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screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

Part 08-Module 02-Lesson 03_Refine Your Prior Industry Experience Resume

01. Convey Your Skills Concisely-xnQr3ohml9s.en.vtt

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01. Convey Your Skills Concisely-xnQr3ohml9s.es-MX.vtt

2.10 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.mp4

11.53 MB

01. Convey Your Skills Concisely-xnQr3ohml9s.pt-BR.vtt

2.17 KB

01. Convey Your Skills Concisely-xnQr3ohml9s.zh-CN.vtt

2.08 KB

01. Convey Your Skills Concisely.html

6.08 KB

02. Effective Resume Components-AiFcaHRGdEA.en.vtt

2.53 KB

02. Effective Resume Components-AiFcaHRGdEA.es-MX.vtt

2.54 KB

02. Effective Resume Components-AiFcaHRGdEA.mp4

13.24 MB

02. Effective Resume Components-AiFcaHRGdEA.pt-BR.vtt

2.58 KB

02. Effective Resume Components-AiFcaHRGdEA.zh-CN.vtt

2.34 KB

02. Effective Resume Components.html

6.07 KB

03. Resume Structure-POM0MqLTj98.en.vtt

3.46 KB

03. Resume Structure-POM0MqLTj98.es-MX.vtt

3.67 KB

03. Resume Structure-POM0MqLTj98.mp4

12.18 MB

03. Resume Structure-POM0MqLTj98.pt-BR.vtt

3.70 KB

03. Resume Structure-POM0MqLTj98.zh-CN.vtt

3.26 KB

03. Resume Structure.html

5.99 KB

04. Describe Your Work Experiences-B1LED4txinI.en.vtt

1.75 KB

04. Describe Your Work Experiences-B1LED4txinI.es-MX.vtt

1.81 KB

04. Describe Your Work Experiences-B1LED4txinI.mp4

9.49 MB

04. Describe Your Work Experiences-B1LED4txinI.pt-BR.vtt

1.86 KB

04. Describe Your Work Experiences-B1LED4txinI.zh-CN.vtt

1.71 KB

04. Describe Your Work Experiences.html

6.32 KB

05. Resume Reflection-8Cj_tCp8mls.en.vtt

2.31 KB

05. Resume Reflection-8Cj_tCp8mls.es-MX.vtt

1.95 KB

05. Resume Reflection-8Cj_tCp8mls.mp4

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05. Resume Reflection-8Cj_tCp8mls.pt-BR.vtt

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05. Resume Reflection-8Cj_tCp8mls.zh-CN.vtt

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05. Resume Reflection.html

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06. Resume Review-L3F2BFGYMtI.en.vtt

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06. Resume Review-L3F2BFGYMtI.es-MX.vtt

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06. Resume Review-L3F2BFGYMtI.mp4

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06. Resume Review-L3F2BFGYMtI.pt-BR.vtt

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06. Resume Review-L3F2BFGYMtI.zh-CN.vtt

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06. Resume Review.html

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07. Resume Review (Prior Industry Experience).html

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08. Resources in Your Career Portal.html

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index.html

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Project Description - Resume Review Project (Prior Industry Experience).html

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Project Rubric - Resume Review Project (Prior Industry Experience).html

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img

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Part 08-Module 03-Lesson 01_Craft Your Cover Letter

01. Get an Interview with a Cover Letter!-BH1KY63YfAM.en.vtt

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01. Get an Interview with a Cover Letter!-BH1KY63YfAM.es-MX.vtt

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01. Get an Interview with a Cover Letter!-BH1KY63YfAM.mp4

16.67 MB

01. Get an Interview with a Cover Letter!-BH1KY63YfAM.pt-BR.vtt

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01. Get an Interview with a Cover Letter!-BH1KY63YfAM.zh-CN.vtt

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01. Get an Interview with a Cover Letter!.html

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02. Purpose of the Cover Letter.html

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02. Purpose-7F7cMCTcyhM.en.vtt

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02. Purpose-7F7cMCTcyhM.es-MX.vtt

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02. Purpose-7F7cMCTcyhM.mp4

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02. Purpose-7F7cMCTcyhM.pt-BR.vtt

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02. Purpose-7F7cMCTcyhM.zh-CN.vtt

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03. Cover Letter Components-DVvLiKedRw4.en.vtt

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03. Cover Letter Components-DVvLiKedRw4.es-MX.vtt

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03. Cover Letter Components-DVvLiKedRw4.mp4

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03. Cover Letter Components-DVvLiKedRw4.pt-BR.vtt

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03. Cover Letter Components-DVvLiKedRw4.zh-CN.vtt

1.46 KB

03. Cover Letter Components.html

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04. Write the Introduction.html

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04. Writing Your Introduction-5S5PH73WLLY.en.vtt

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04. Writing Your Introduction-5S5PH73WLLY.es-MX.vtt

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04. Writing Your Introduction-5S5PH73WLLY.mp4

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04. Writing Your Introduction-5S5PH73WLLY.pt-BR.vtt

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05. Write the Body.html

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05. Writing the Body-aK9Qnv3a6Wg.en.vtt

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05. Writing the Body-aK9Qnv3a6Wg.mp4

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05. Writing the Body-aK9Qnv3a6Wg.pt-BR.vtt

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06. Write the Conclusion-i3ozyhGPmIg.en.vtt

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06. Write the Conclusion-i3ozyhGPmIg.es-MX.vtt

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06. Write the Conclusion-i3ozyhGPmIg.mp4

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06. Write the Conclusion-i3ozyhGPmIg.pt-BR.vtt

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06. Write the Conclusion.html

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07. Format-Xlqoq-SoJso.en.vtt

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07. Format-Xlqoq-SoJso.es-MX.vtt

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07. Format-Xlqoq-SoJso.mp4

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07. Format-Xlqoq-SoJso.pt-BR.vtt

1.88 KB

07. Format-Xlqoq-SoJso.zh-CN.vtt

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07. Format.html

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08. Resources in Your Career Portal.html

6.89 KB

index.html

4.32 KB

Project Description - Craft Your Cover Letter.html

7.88 KB

Project Rubric - Craft Your Cover Letter.html

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img

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cover-letter-body-good.png

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cover-letter-career-service-example.png

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cover-letter-good-conclusion.png

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cover-letter-intro-bad.png

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cover-letter-intro-good.png

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screen-shot-2017-10-31-at-1.06.42-pm.png

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Part 09-Module 01-Lesson 01_Develop Your Personal Brand

01. Why Network-exjEm9Paszk.ar.vtt

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01. Why Network-exjEm9Paszk.en.vtt

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01. Why Network-exjEm9Paszk.es-MX.vtt

3.20 KB

01. Why Network-exjEm9Paszk.mp4

17.37 MB

01. Why Network-exjEm9Paszk.pt-BR.vtt

3.20 KB

01. Why Network-exjEm9Paszk.zh-CN.vtt

3.29 KB

01. Why Network.html

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02. Elevator Pitch-S-nAHPrkQrQ.ar.vtt

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02. Elevator Pitch-S-nAHPrkQrQ.en.vtt

3.53 KB

02. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt

3.56 KB

02. Elevator Pitch-S-nAHPrkQrQ.mp4

20.63 MB

02. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt

3.47 KB

02. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt

3.40 KB

02. Why Use Elevator Pitches.html

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03. Personal Branding.html

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04. Meet Chris-0ccflD9x5WU.ar.vtt

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04. Meet Chris-0ccflD9x5WU.en.vtt

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04. Meet Chris-0ccflD9x5WU.es-MX.vtt

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04. Meet Chris-0ccflD9x5WU.mp4

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04. Meet Chris-0ccflD9x5WU.pt-BR.vtt

4.47 KB

04. Meet Chris-0ccflD9x5WU.zh-CN.vtt

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04. Meet Chris.html

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05. Elevator Pitch-0QtgTG49E9I.ar.vtt

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05. Elevator Pitch-0QtgTG49E9I.en.vtt

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05. Elevator Pitch-0QtgTG49E9I.es-MX.vtt

1.99 KB

05. Elevator Pitch-0QtgTG49E9I.mp4

9.98 MB

05. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt

1.94 KB

05. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt

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05. Elevator Pitch.html

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06. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt

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06. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt

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06. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt

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06. Pitching to a Recruiter-LxAdWaA-qTQ.mp4

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06. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt

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06. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt

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06. Pitching to a Recruiter.html

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07. Use Your Elevator Pitch-e-v60ieggSs.ar.vtt

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07. Use Your Elevator Pitch-e-v60ieggSs.en.vtt

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07. Use Your Elevator Pitch-e-v60ieggSs.es-MX.vtt

2.74 KB

07. Use Your Elevator Pitch-e-v60ieggSs.mp4

16.57 MB

07. Use Your Elevator Pitch-e-v60ieggSs.pt-BR.vtt

2.70 KB

07. Use Your Elevator Pitch-e-v60ieggSs.zh-CN.vtt

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07. Use Your Elevator Pitch.html

6.65 KB

08. Resources in Your Career Portal.html

6.57 KB

index.html

4.04 KB

img

career-portal-sidebar.png

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screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

Part 09-Module 01-Lesson 02_LinkedIn Review

01. Using LinkedIn.html

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02. Resources in Your Career Portal.html

6.27 KB

index.html

3.83 KB

Project Description - LinkedIn Profile Review Project.html

6.33 KB

Project Rubric - LinkedIn Profile Review Project.html

12.50 KB

img

career-portal-sidebar.png

11.37 KB

screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

media

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unnamed-project-desc-0.gif

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Part 09-Module 01-Lesson 03_Udacity Professional Profile

01. Introduction.html

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02. Getting Started.html

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03. Customizing Your Profile.html

8.75 KB

04. Top Section.html

7.84 KB

05. Recruitment Data.html

6.83 KB

06. Skills.html

6.21 KB

07. Projects.html

8.02 KB

08. Experience.html

5.87 KB

09. Resources in Your Career Portal.html

6.92 KB

index.html

4.32 KB

Project Description - Udacity Professional Profile Review.html

6.75 KB

Project Rubric - Udacity Professional Profile Review.html

10.03 KB

img

162524.gif

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career-portal-sidebar.png

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screen-shot-2017-09-04-at-2.07.44-pm.png

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screen-shot-2017-10-31-at-1.06.42-pm.png

1.20 MB

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media

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Part 09-Module 02-Lesson 01_GitHub Review

01. Introduction-Vnj2VNQROtI.ar.vtt

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01. Introduction-Vnj2VNQROtI.en.vtt

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01. Introduction-Vnj2VNQROtI.mp4

9.59 MB

01. Introduction-Vnj2VNQROtI.pt-BR.vtt

1.79 KB

01. Introduction-Vnj2VNQROtI.zh-CN.vtt

1.62 KB

01. Introduction.html

7.27 KB

02. GitHub profile important items-prvPVTjVkwQ.ar.vtt

3.93 KB

02. GitHub profile important items-prvPVTjVkwQ.en.vtt

2.93 KB

02. GitHub profile important items-prvPVTjVkwQ.mp4

3.36 MB

02. GitHub profile important items-prvPVTjVkwQ.pt-BR.vtt

3.14 KB

02. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt

2.65 KB

02. GitHub profile important items.html

7.29 KB

03. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt

2.56 KB

03. Good GitHub repository-qBi8Q1EJdfQ.en.vtt

1.92 KB

03. Good GitHub repository-qBi8Q1EJdfQ.mp4

3.72 MB

03. Good GitHub repository-qBi8Q1EJdfQ.pt-BR.vtt

2.07 KB

03. Good GitHub repository-qBi8Q1EJdfQ.zh-CN.vtt

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03. Good GitHub repository.html

6.98 KB

04. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt

4.59 KB

04. Interview with Art - Part 1-ClLYamtaO-Q.en.vtt

3.82 KB

04. Interview with Art - Part 1-ClLYamtaO-Q.mp4

21.79 MB

04. Interview with Art - Part 1-ClLYamtaO-Q.pt-BR.vtt

4.00 KB

04. Interview with Art - Part 1-ClLYamtaO-Q.zh-CN.vtt

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04. Interview with Art - Part 1.html

7.02 KB

05. Identify fixes for example â€œbadâ€ profile-AF07y1oAim0.ar.vtt

0.48 KB

05. Identify fixes for example â€œbadâ€ profile-AF07y1oAim0.en.vtt

0.36 KB

05. Identify fixes for example â€œbadâ€ profile-AF07y1oAim0.mp4

569.35 KB

05. Identify fixes for example â€œbadâ€ profile-AF07y1oAim0.pt-BR.vtt

0.45 KB

05. Identify fixes for example â€œbadâ€ profile-AF07y1oAim0.zh-CN.vtt

0.35 KB

05. Identify fixes for example â€œbadâ€ profile-ncFtwW5urHk.ar.vtt

1.94 KB

05. Identify fixes for example â€œbadâ€ profile-ncFtwW5urHk.en.vtt

1.39 KB

05. Identify fixes for example â€œbadâ€ profile-ncFtwW5urHk.mp4

1.59 MB

05. Identify fixes for example â€œbadâ€ profile-ncFtwW5urHk.pt-BR.vtt

1.48 KB

05. Identify fixes for example â€œbadâ€ profile-ncFtwW5urHk.zh-CN.vtt

1.31 KB

05. Identify fixes for example â€œbadâ€ profile.html

9.89 KB

06. Quick Fixes #1.html

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06. Quick Fixes-Lb9e2KemR6I.ar.vtt

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06. Quick Fixes-Lb9e2KemR6I.en.vtt

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06. Quick Fixes-Lb9e2KemR6I.mp4

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06. Quick Fixes-Lb9e2KemR6I.pt-BR.vtt

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06. Quick Fixes-Lb9e2KemR6I.zh-CN.vtt

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07. Quick Fixes #2-It6AEuSDQw0.ar.vtt

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07. Quick Fixes #2-It6AEuSDQw0.en.vtt

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07. Quick Fixes #2-It6AEuSDQw0.mp4

2.25 MB

07. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt

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07. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt

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07. Quick Fixes #2.html

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08. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt

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08. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt

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08. Writing READMEs with Walter-DQEfT2Zq5_o.mp4

6.92 MB

08. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt

1.22 KB

08. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt

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08. Writing READMEs with Walter.html

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09. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt

2.82 KB

09. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt

2.16 KB

09. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4

13.17 MB

09. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt

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09. Interview with Art - Part 2-Vvzl2J5K7-Y.zh-CN.vtt

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09. Interview with Art - Part 2.html

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10. Commit messages best practices.html

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11. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt

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11. Reflect on your commit messages-_0AHmKkfjTo.en.vtt

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11. Reflect on your commit messages-_0AHmKkfjTo.mp4

3.03 MB

11. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt

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11. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.vtt

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11. Reflect on your commit messages.html

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12. Participating in open source projects-OxL-gMTizUA.ar.vtt

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12. Participating in open source projects-OxL-gMTizUA.en.vtt

0.46 KB

12. Participating in open source projects-OxL-gMTizUA.mp4

2.77 MB

12. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt

0.54 KB

12. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt

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12. Participating in open source projects.html

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13. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt

5.33 KB

13. Interview with Art - Part 3-M6PKr3S1rPg.en.vtt

4.10 KB

13. Interview with Art - Part 3-M6PKr3S1rPg.mp4

25.04 MB

13. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt

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13. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt

3.67 KB

13. Interview with Art - Part 3.html

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14. Participating in open source projects 2-elZCLxVvJrY.ar.vtt

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14. Participating in open source projects 2-elZCLxVvJrY.en.vtt

1.46 KB

14. Participating in open source projects 2-elZCLxVvJrY.mp4

3.30 MB

14. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt

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14. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt

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14. Participating in open source projects 2.html

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15. Starring interesting repositories-U3FUxkm1MxI.ar.vtt

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15. Starring interesting repositories-U3FUxkm1MxI.en.vtt

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15. Starring interesting repositories-U3FUxkm1MxI.mp4

2.45 MB

15. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt

0.45 KB

15. Starring interesting repositories-U3FUxkm1MxI.zh-CN.vtt

0.38 KB

15. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt

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15. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt

0.62 KB

15. Starring interesting repositories-ZwMY5rAAd7Q.mp4

3.46 MB

15. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt

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15. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt

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15. Starring interesting repositories.html

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16. Outro-dps7Ti6Lado.en.vtt

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16. Outro-dps7Ti6Lado.mp4

4.86 MB

16. Outro-dps7Ti6Lado.pt-BR.vtt

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16. Outro-dps7Ti6Lado.zh-CN.vtt

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16. Outro.html

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17. Resources in Your Career Portal.html

8.01 KB

index.html

5.21 KB

Project Description - Optimize Your GitHub Profile.html

8.39 KB

Project Rubric - Optimize Your GitHub Profile.html

8.95 KB

img

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6509638772.gif

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Part 10-Module 01-Lesson 01_Ace Your Interview

01. Introduction-pg4HUMgKLxI.en.vtt

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01. Introduction-pg4HUMgKLxI.es-MX.vtt

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01. Introduction-pg4HUMgKLxI.mp4

8.87 MB

01. Introduction-pg4HUMgKLxI.pt-BR.vtt

1.49 KB

01. Introduction-pg4HUMgKLxI.zh-CN.vtt

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01. Introduction.html

6.06 KB

02. Interviewing Conversations-klqXp09Pen4.en.vtt

2.65 KB

02. Interviewing Conversations-klqXp09Pen4.es-MX.vtt

2.59 KB

02. Interviewing Conversations-klqXp09Pen4.mp4

15.00 MB

02. Interviewing Conversations-klqXp09Pen4.pt-BR.vtt

2.57 KB

02. Interviewing Conversations-klqXp09Pen4.zh-CN.vtt

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02. Interviews are Conversations.html

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03. STAR Method.html

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index.html

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Part 10-Module 01-Lesson 02_Practice Behavioral Questions

01. Introduction.html

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02. Self-Practice Behavioral Questions.html

8.48 KB

03. Analyzing Behavioral Answers.html

6.31 KB

04. Time When You Showed Initiative-29mkriaGT0E.en.vtt

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04. Time When You Showed Initiative-29mkriaGT0E.mp4

16.13 MB

04. Time When You Showed Initiative-29mkriaGT0E.pt-BR.vtt

2.22 KB

04. Time When You Showed Initiative-29mkriaGT0E.zh-CN.vtt

1.79 KB

04. Time When You Showed Initiative.html

6.31 KB

05. What Motivates You at the Workplace-Aa9SFwiRbho.en.vtt

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05. What Motivates You at the Workplace-Aa9SFwiRbho.mp4

9.81 MB

05. What Motivates You at the Workplace-Aa9SFwiRbho.pt-BR.vtt

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05. What Motivates You at the Workplace-Aa9SFwiRbho.zh-CN.vtt

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05. What Motivates You at the Workplace.html

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06. A Problem and How You Dealt With It-7IKqdW30GvQ.en.vtt

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06. A Problem and How You Dealt With It-7IKqdW30GvQ.mp4

40.68 MB

06. A Problem and How You Dealt With It-7IKqdW30GvQ.pt-BR.vtt

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06. A Problem and How You Dealt With It-7IKqdW30GvQ.zh-CN.vtt

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06. A Problem and How You Dealt With It.html

6.66 KB

07. What Do You Know About the Company-CcTfHemUvbM.en.vtt

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07. What Do You Know About the Company-CcTfHemUvbM.mp4

12.48 MB

07. What Do You Know About the Company-CcTfHemUvbM.pt-BR.vtt

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07. What Do You Know About the Company-CcTfHemUvbM.zh-CN.vtt

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07. What Do You Know About the Company.html

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08. Time When You Dealt With Failure-Qb4o_4hCuyg.en.vtt

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08. Time When You Dealt With Failure-Qb4o_4hCuyg.mp4

18.41 MB

08. Time When You Dealt With Failure-Qb4o_4hCuyg.pt-BR.vtt

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08. Time When You Dealt With Failure-Qb4o_4hCuyg.zh-CN.vtt

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08. Time When You Dealt With Failure.html

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index.html

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Part 10-Module 01-Lesson 03_Interview Fails

01. Interview Fails-FD6UNqMa0xc.en.vtt

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01. Interview Fails.html

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02. Interviewing Fails Mike Wales-OGXRmzBglI4.en.vtt

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02. Interviewing Fails Mike Wales-OGXRmzBglI4.mp4

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02. Interviewing Fails Mike Wales.html

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03. Interviewing Fails Siya Raj Purohit-wYop-N5YgeA.en.vtt

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03. Interviewing Fails Siya Raj Purohit-wYop-N5YgeA.mp4

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03. Interviewing Fails Siya Raj Purohit.html

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04. Interviewing Fails Lyla Fujiwara-CgK2HxdJzc8.en.vtt

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04. Interviewing Fails Lyla Fujiwara-CgK2HxdJzc8.mp4

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04. Interviewing Fails Lyla Fujiwara.html

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index.html

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Part 10-Module 01-Lesson 04_Land a Job Offer

01. Land a Job Offer-ZQJoT8QL_hw.en.vtt

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01. Land a Job Offer-ZQJoT8QL_hw.es-MX.vtt

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01. Land a Job Offer-ZQJoT8QL_hw.mp4

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01. Land a Job Offer-ZQJoT8QL_hw.pt-BR.vtt

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01. Land a Job Offer-ZQJoT8QL_hw.zh-CN.vtt

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01. Land a Job Offer.html

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index.html

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Part 10-Module 01-Lesson 05_Interview Practice

01. Introduction.html

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01. Machine Learning Interview-y0yKRmgDKY4.en.vtt

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01. Machine Learning Interview-y0yKRmgDKY4.mp4

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01. Machine Learning Interview-y0yKRmgDKY4.zh-CN.vtt

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02. Mindset and Skills-OvjI0rveWnM.en.vtt

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02. Mindset and Skills-OvjI0rveWnM.mp4

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02. Mindset and Skills.html

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03. Analyzing an Interview.html

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04. Q1 - Predict Rain-2HY0Yr5FRn0.en.vtt

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05. Q2 - Identify Fish-bXpONCq5ePE.en.vtt

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05. Q2 - Identify Fish-bXpONCq5ePE.mp4

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05. Q2 - Identify Fish.html

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06. Q3 - Detect Plagiarism-B3w_msqHP68.en.vtt

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06. Q3 - Detect Plagiarism-B3w_msqHP68.mp4

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06. Q3 - Detect Plagiarism-sunl9foctXg.mp4

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06. Q3 - Detect Plagiarism.html

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07. Q4 - Reduce Data Dimensionality-NzzpasA9GsM.en.vtt

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07. Q4 - Reduce Data Dimensionality-NzzpasA9GsM.mp4

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07. Q4 - Reduce Data Dimensionality-sbB-0qV33uM.en.vtt

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08. Q5 - Describe Your ML Project-jjdbGD4CBGk.en.vtt

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08. Q5 - Describe Your ML Project-jjdbGD4CBGk.mp4

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08. Q5 - Describe Your ML Project-r7g0Z-54vg0.en.vtt

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08. Q5 - Describe Your ML Project-r7g0Z-54vg0.mp4

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08. Q5 - Describe Your ML Project.html

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09. Q6 - Explain How SVMs Work-pMjG1IJRSb8.en.vtt

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09. Q6 - Explain How SVMs Work-pMjG1IJRSb8.mp4

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09. Q6 - Explain How SVMs Work-RyThtU8GcT0.en.vtt

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09. Q6 - Explain How SVMs Work-RyThtU8GcT0.mp4

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09. Q6 - Explain How SVMs Work-RyThtU8GcT0.zh-CN.vtt

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09. Q6 - Explain How SVMs Work.html

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10. Arpan's Analysis of the Interview.html

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10. Conclusion-mnQ2n026Y2o.en.vtt

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10. Conclusion-mnQ2n026Y2o.mp4

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10. Conclusion-mnQ2n026Y2o.zh-CN.vtt

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11. Keep Practicing!.html

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12. Resources in Your Career Portal.html

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index.html

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Project Description - ML Interview Practice.html

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Project Rubric - ML Interview Practice.html

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Part 10-Module 02-Lesson 01_Introduction and Efficiency

01. Course Introduction-NKBUbUiedzc.en-US.vtt

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01. Course Introduction-NKBUbUiedzc.mp4

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01. Course Introduction-NKBUbUiedzc.zh-CN.vtt

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01. Course Introduction.html

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02. Course Outline.html

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03. Course Expectations.html

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04. Syntax-08M93RaBSgU.en-US.vtt

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04. Syntax-08M93RaBSgU.mp4

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04. Syntax.html

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05. Python Practice.html

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06. Python The Basics.html

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07. Efficiency-I-RASDPbDrI.en-US.vtt

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07. Efficiency-I-RASDPbDrI.mp4

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07. Efficiency.html

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08. Notation Intro-xHwIU4j3gBc.en-US.vtt

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09. Notation Continued-ZeGnkrKZWBQ.en-US.vtt

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10. Worst Case and Approximation-ZYcmui02J40.en-US.vtt

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10. Worst Case and Approximation.html

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11. Efficiency Practice.html

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Part 10-Module 02-Lesson 02_List-Based Collections

01. Welcome to Collections-cZORvZq-tI0.en-US.vtt

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02. Lists-KUQSgUMtyv0.en-US.vtt

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02. Lists-KUQSgUMtyv0.en.vtt

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02. Lists-KUQSgUMtyv0.mp4

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02. Lists.html

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03. Arrays-OnPP5xDmFv0.en-US.vtt

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03. Arrays.html

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04. Python Lists.html

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05. Linked Lists-zxkpZrozDUk.en-US.vtt

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06. Linked Lists in Depth-ZONGA5wmREI.en-US.vtt

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06. Linked Lists in Depth-ZONGA5wmREI.mp4

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07. Linked List Practice.html

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08. Stacks-DQoCO8aGcNc.en-US.vtt

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08. Stacks.html

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09. Stacks Details-HpaVHzDeZC4.en-US.vtt

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10. Stack Practice.html

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11. Queues-XAbzlilAHZw.en-US.vtt

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11. Queues-XAbzlilAHZw.mp4

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11. Queues.html

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12. Queue Practice.html

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index.html

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Part 10-Module 02-Lesson 03_Searching and Sorting

01. Binary Search-0VN5iwEyq4c.en-US.vtt

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01. Binary Search.html

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02. Efficiency of Binary Search-7WbRB7dSyvc.en-US.vtt

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02. Efficiency of Binary Search-7WbRB7dSyvc.en.vtt

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02. Efficiency of Binary Search-7WbRB7dSyvc.mp4

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02. Efficiency of Binary Search.html

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03. Binary Search Practice.html

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04. Recursion-_aI2Jch6Epk.en-US.vtt

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04. Recursion-_aI2Jch6Epk.pt-BR.vtt

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04. Recursion.html

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05. Recursion Practice.html

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06. Intro to Sorting-Z6yuIen71zM.en-US.vtt

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06. Intro to Sorting-Z6yuIen71zM.en.vtt

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06. Intro to Sorting-Z6yuIen71zM.mp4

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06. Intro to Sorting.html

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07. Bubble Sort-h_osLG3GmjE.en-US.vtt

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07. Bubble Sort.html

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08. Efficiency of Bubble Sort-KddkHygi7is.en-US.vtt

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09. Bubble Sort Practice.html

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10. Merge Sort-K916wfSzKxE.en-US.vtt

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10. Merge Sort.html

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11. Efficiency of Merge Sort-HKiK5Y-YSkk.en-US.vtt

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12. Merge Sort Practice.html

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13. Quick Sort-kUon6854joI.en-US.vtt

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13. Quick Sort.html

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14. Efficiency of Quick Sort-aMb5GHPGQ1U.en-US.vtt

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15. Quick Sort Practice.html

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Part 10-Module 02-Lesson 04_Maps and Hashing

01. Introduction to Maps-JEw3iQAnGKQ.en-US.vtt

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02. Sets and Maps-gmIb-qZhTDQ.en-US.vtt

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03. Python Dictionaries.html

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04. Introduction to Hashing-8yik3RlDFgM.en-US.vtt

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06. Collisions-BUaWIjZ_ToY.en-US.vtt

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07. Load Factor.html

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09. String Keys-WyFwieF1NN4.en-US.vtt

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Part 10-Module 02-Lesson 05_Trees

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01. Trees.html

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02. Tree Basics-oaxLPzaXRDc.en-US.vtt

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02. Tree Basics.html

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03. Tree Terminology-mPUsDUR_sj8.en-US.vtt

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03. Tree Terminology-mPUsDUR_sj8.mp4

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03. Tree Terminology.html

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04. Tree Practice.html

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05. Tree Traversal-KZOdmzypynw.en-US.vtt

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05. Tree Traversal-KZOdmzypynw.en.vtt

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05. Tree Traversal-KZOdmzypynw.mp4

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05. Tree Traversal.html

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06. Depth-First Traversals-wp5ohHFTieM.en-US.vtt

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06. Depth-First Traversals-wp5ohHFTieM.mp4

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06. Depth-First Traversals.html

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07. Tree Traversal Practice.html

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08. Search and Delete-KbL-HK3ztX8.en-US.vtt

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08. Search and Delete-KbL-HK3ztX8.en.vtt

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09. Insert-j6PkPa2ZHWg.en-US.vtt

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09. Insert.html

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10. Binary Search Trees-7-ZQrugO-Yc.en-US.vtt

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10. Binary Search Trees-7-ZQrugO-Yc.mp4

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10. Binary Search Trees.html

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11. Binary Tree Practice.html

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12. BSTs-abRNGLhGUmE.en-US.vtt

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12. BSTs-abRNGLhGUmE.mp4

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12. BSTs.html

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13. BST Complications-pcB0wV7myy4.mp4

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13. BST Complications.html

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14. BST Practice.html

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15. Heaps-M3B0UJWS_ag.en-US.vtt

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15. Heaps-M3B0UJWS_ag.en.vtt

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15. Heaps-M3B0UJWS_ag.mp4

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15. Heaps.html

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16. Heapify-CAbDbiCfERY.en-US.vtt

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16. Heapify-CAbDbiCfERY.mp4

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16. Heapify.html

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17. Heap Implementation-2LAdml6_pDY.en-US.vtt

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17. Heap Implementation-2LAdml6_pDY.mp4

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17. Heap Implementation.html

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18. Self-Balancing Trees-EHI548K3jiw.en-US.vtt

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18. Self-Balancing Trees-EHI548K3jiw.en.vtt

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18. Self-Balancing Trees-EHI548K3jiw.mp4

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18. Self-Balancing Trees.html

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19. Red-Black Trees - Insertion-dIuWLtWnkgs.en-US.vtt

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19. Red-Black Trees - Insertion-dIuWLtWnkgs.mp4

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19. Red-Black Trees - Insertion.html

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20. Tree Rotations-O5Yl-m0YbVA.en-US.vtt

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20. Tree Rotations-O5Yl-m0YbVA.mp4

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20. Tree Rotations.html

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index.html

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img

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tree-traversal-practice.jpg

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Part 10-Module 02-Lesson 06_Graphs

01. Graph Introduction-DFR8F2Q9lgo.en-US.vtt

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01. Graph Introduction-DFR8F2Q9lgo.en.vtt

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01. Graph Introduction-DFR8F2Q9lgo.mp4

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1.03 KB

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01. Graph Introduction.html

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02. What Is a Graph-p-_DFOyEMV8.en-US.vtt

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02. What Is a Graph-p-_DFOyEMV8.en.vtt

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02. What Is a Graph-p-_DFOyEMV8.mp4

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02. What Is a Graph-p-_DFOyEMV8.pt-BR.vtt

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02. What Is a Graph.html

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03. Directions and Cycles-lF0vUktQDPo.en-US.vtt

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03. Directions and Cycles-lF0vUktQDPo.en.vtt

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03. Directions and Cycles-lF0vUktQDPo.mp4

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03. Directions and Cycles.html

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04. Connectivity-4x6u2KtNDg4.en-US.vtt

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04. Connectivity-4x6u2KtNDg4.mp4

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04. Connectivity.html

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05. Graph Practice.html

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06. Graph Representations-uw9u6dtl0WA.en-US.vtt

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07. Adjacency Matrices-FsFhoTALA1c.en-US.vtt

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08. Graph Representation Practice.html

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09. Graph Traversal-Dkt-XxHZaZE.en-US.vtt

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09. Graph Traversal-Dkt-XxHZaZE.mp4

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09. Graph Traversal.html

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10. DFS-BC8jEidd2EQ.en-US.vtt

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10. DFS-BC8jEidd2EQ.mp4

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10. DFS.html

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11. BFS-pol4kGNlvJA.en-US.vtt

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11. BFS-pol4kGNlvJA.mp4

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11. BFS.html

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12. Graph Traversal Practice.html

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13. Eulerian Path-zS34kHSo7fs.en-US.vtt

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13. Eulerian Path-zS34kHSo7fs.mp4

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13. Eulerian Path.html

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index.html

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img

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Part 10-Module 02-Lesson 07_Case Studies in Algorithms

01. Case Study Introduction-r8uEDyBylHY.en-US.vtt

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01. Case Study Introduction-r8uEDyBylHY.en.vtt

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01. Case Study Introduction-r8uEDyBylHY.mp4

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01. Case Study Introduction.html

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02. Shortest Path Problem-huKUM97Vve8.en-US.vtt

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02. Shortest Path Problem-huKUM97Vve8.en.vtt

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02. Shortest Path Problem-huKUM97Vve8.mp4

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02. Shortest Path Problem.html

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03. Dijkstra's Algorithm-SoPMK03cOgk.en-US.vtt

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03. Dijkstra's Algorithm-SoPMK03cOgk.en.vtt

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03. Dijkstra's Algorithm-SoPMK03cOgk.mp4

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03. Dijkstra's Algorithm.html

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04. Knapsack Problem--xRKazHGtjU.en-US.vtt

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04. Knapsack Problem--xRKazHGtjU.mp4

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04. Knapsack Problem.html

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05. A Faster Algorithm-J7S3CHFBZJA.en-US.vtt

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05. A Faster Algorithm-J7S3CHFBZJA.en.vtt

3.61 KB

05. A Faster Algorithm-J7S3CHFBZJA.mp4

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05. A Faster Algorithm.html

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06. Dynamic Programming-VQeFcG9pjJU.en-US.vtt

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06. Dynamic Programming-VQeFcG9pjJU.en.vtt

3.52 KB

06. Dynamic Programming-VQeFcG9pjJU.mp4

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06. Dynamic Programming-VQeFcG9pjJU.pt-BR.vtt

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06. Dynamic Programming.html

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07. Traveling Salesman Problem-9ruR5Ux63QU.en-US.vtt

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07. Traveling Salesman Problem-9ruR5Ux63QU.en.vtt

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07. Traveling Salesman Problem-9ruR5Ux63QU.mp4

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07. Traveling Salesman Problem.html

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08. Exact and Approximate Algorithms-3A8YqOYlAwQ.en-US.vtt

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08. Exact and Approximate Algorithms-3A8YqOYlAwQ.en.vtt

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08. Exact and Approximate Algorithms-3A8YqOYlAwQ.mp4

7.64 MB

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08. Exact and Approximate Algorithms.html

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index.html

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Part 11-Module 01-Lesson 01_Software and Tools

01. TensorFlow.html

6.03 KB

index.html

3.47 KB

Part 11-Module 01-Lesson 02_Deep Learning

01. Deep Learning.html

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02. What You'll Watch and Learn.html

5.16 KB

03. Deep Learning What You'll Do.html

5.63 KB

index.html

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Part 11-Module 02-Lesson 01_Intro to TensorFlow

01. What is Deep Learning .html

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01. What Is Deep Learning-INt1nULYPak.en.vtt

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01. What Is Deep Learning-INt1nULYPak.mp4

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02. Solving Problems - Big and Small .html

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02. Solving Problems - Big And Small-WHcRQMGSbqg.en.vtt

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02. Solving Problems - Big And Small-WHcRQMGSbqg.mp4

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03. Let's Get Started .html

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03. Let'S Get Started-ySIDqaXLhHw.en.vtt

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1.45 MB

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04. Installing TensorFlow.html

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05. Hello, Tensor World!.html

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06. Transition to Classification.html

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07. Supervised Classification-XTGsutypAPE.en.vtt

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07. Supervised Classification-XTGsutypAPE.mp4

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07. Supervised Classification.html

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08. Training Your Logistic Classifier .html

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08. Training Your Logistic Classifier-WQsdr1EJgz8.en.vtt

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08. Training Your Logistic Classifier-WQsdr1EJgz8.mp4

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09. Quiz TensorFlow Linear Function.html

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10. Quiz TensorFlow Softmax.html

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11. ReLU and Softmax Activation Functions.html

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12. 13 L One Hot Encoding-phYsxqlilUk.en.vtt

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12. One-Hot Encoding.html

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13. Quiz TensorFlow Cross Entropy.html

10.64 KB

14. 16 L Minimizing Cross-Entropy-YrDMXFhvh9E.en-US.vtt

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14. 16 L Minimizing Cross-Entropy-YrDMXFhvh9E.mp4

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14. Minimizing Cross Entropy.html

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15. Categorical Cross-Entropy.html

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16. 17 L Transition Into Practical Aspects Of Learning-bKqkRFOOKoA.en-US.vtt

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16. Practical Aspects of Learning.html

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17. Numerical Stability-_SbGcOS-jcQ.en-US.vtt

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17. Numerical Stability-_SbGcOS-jcQ.mp4

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17. Quiz Numerical Stability.html

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18. Normalized Inputs and Initial Weights .html

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18. Normalized Inputs And Initial Weights-WaHQ9-UXIIg.en.vtt

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19. 21 L Measuring Performance-byP0DJImOSk.en-US.vtt

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19. Measuring Performance .html

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20. 29 L Optimizing A Logistic Classifier-U_7nO1dm2tY.en-US.vtt

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20. Optimizing a Logistic Classifier.html

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21. 30 L Stochastic Gradient Descent-U9iEGUd9kJ0.en.vtt

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21. 30 L Stochastic Gradient Descent-U9iEGUd9kJ0.mp4

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21. 30 L Stochastic Gradient Descent-U9iEGUd9kJ0.zh-CN.vtt

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21. Stochastic Gradient Descent.html

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22. 31 L Momentum And Learning Rate Decay-O3QYdmQjXds.en.vtt

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22. Momentum and Learning Rate Decay.html

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23. 32 L Parameter Hyperspace!-5a3-iIhdguc.en.vtt

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23. Parameter Hyperspace .html

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24. Quiz Mini-batch.html

26.92 KB

25. Epochs.html

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index.html

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img

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Part 11-Module 03-Lesson 01_Intro to Neural Networks

01. Introducing Luis-nto-stLuN6M.en-US.vtt

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01. Introducing Luis-nto-stLuN6M.mp4

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01. Introducing Luis-nto-stLuN6M.pt-BR.vtt

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01. Introducing Luis-nto-stLuN6M.zh-CN.vtt

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01. Introducing Luis.html

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02. Logistic Regression - Question-kSs6O3R7JUI.en-US.vtt

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02. Logistic Regression - Question-kSs6O3R7JUI.mp4

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02. Logistic Regression - Question-kSs6O3R7JUI.pt-BR.vtt

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02. Logistic Regression - Question-kSs6O3R7JUI.zh-CN.vtt

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02. Logistic Regression Quiz.html

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03. Logistic Regression - Solution-1iNylA3fJDs.en-US.vtt

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03. Logistic Regression - Solution-1iNylA3fJDs.mp4

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03. Logistic Regression - Solution-1iNylA3fJDs.pt-BR.vtt

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03. Logistic Regression - Solution-1iNylA3fJDs.zh-CN.vtt

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03. Logistic Regression Answer.html

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04. Neural Networks-Mqogpnp1lrU.en.vtt

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04. Neural Networks-Mqogpnp1lrU.mp4

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04. Neural Networks-Mqogpnp1lrU.pt-BR.vtt

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04. Neural Networks-Mqogpnp1lrU.zh-CN.vtt

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04. Neural Networks.html

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05. Perceptron.html

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06. AND Perceptron Quiz.html

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07. OR & NOT Perceptron Quiz.html

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08. XOR Perceptron Quiz.html

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09. The Simplest Neural Network.html

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10. Gradient Descent-29PmNG7fuuM.en.vtt

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10. Gradient Descent-29PmNG7fuuM.mp4

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10. Gradient Descent-29PmNG7fuuM.pt-BR.vtt

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10. Gradient Descent-29PmNG7fuuM.zh-CN.vtt

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10. Gradient Descent.html

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11. Gradient Descent The Math.html

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11. Gradient Descent-Math-7sxA5Ap8AWM.en.vtt

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11. Gradient Descent-Math-7sxA5Ap8AWM.mp4

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11. Gradient Descent-Math-7sxA5Ap8AWM.pt-BR.vtt

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11. Gradient Descent-Math-7sxA5Ap8AWM.zh-CN.vtt

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12. Gradient Descent The Code.html

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13. Implementing Gradient Descent.html

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14. Multilayer perceptrons-Rs9petvTBLk.en-US.vtt

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14. Multilayer perceptrons-Rs9petvTBLk.mp4

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14. Multilayer perceptrons-Rs9petvTBLk.pt-BR.vtt

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14. Multilayer perceptrons-Rs9petvTBLk.zh-CN.vtt

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14. Multilayer Perceptrons.html

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15. Backpropagation-MZL97-2joxQ.en-US.vtt

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15. Backpropagation-MZL97-2joxQ.mp4

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15. Backpropagation-MZL97-2joxQ.pt-BR.vtt

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15. Backpropagation-MZL97-2joxQ.zh-CN.vtt

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15. Backpropagation.html

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16. Implementing Backpropagation.html

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17. Further Reading.html

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index.html

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img

a-b-c-fill-nn.png

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admissions-data.png

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and-table.png

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backprop-error.gif

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backprop-general.gif

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backprop-network.png

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backprop-weight-update.gif

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codecogseqn-2.png

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derivative-example.png

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example-after-bias.png

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example-before-bias.png

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example-data.png

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gradient-descent.png

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heaviside-step-function-2.gif

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heaviside-step-graph-2.png

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hidden-errors.gif

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hidden-layer-weights.gif

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hq-new-and-or-percep-fixed.png

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hq-new-plot-perceptron-combine-v2.png

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hq-new-plot-perceptron-combine.png

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hq-new-xor-table.png

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hq-perceptron.png

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input-times-weights.png

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inputs-matrix.png

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legend.png

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local-minima.png

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logistic-regression-quiz.png

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mat-headshot.png

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matrix-mult-3.png

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mse.png

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multilayer-diagram-weights.png

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network-with-labeled-nodes.png

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network-with-labeled-weights.png

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perceptron-equation-2.gif

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perceptron-formula.gif

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perceptron-graphics.001.jpeg

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sigmoid.png

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simple-neuron.png

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weight-label-reference.gif

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Part 11-Module 04-Lesson 01_Deep Neural Networks

01. Intro to Deep Neural Networks.html

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01. Mat HS-9P7UPWFu8w8.en-US.vtt

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01. Mat HS-9P7UPWFu8w8.mp4

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01. Mat HS-9P7UPWFu8w8.zh-CN.vtt

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02. Two-Layer Neural Network.html

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03. Quiz TensorFlow ReLUs.html

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04. Deep Neural Network in TensorFlow.html

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05. Training a Deep Learning Network-CsB7yUtMJyk.en.vtt

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05. Training a Deep Learning Network-CsB7yUtMJyk.mp4

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05. Training a Deep Learning Network-CsB7yUtMJyk.pt-BR.vtt

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05. Training a Deep Learning Network-CsB7yUtMJyk.zh-CN.vtt

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05. Training a Deep Learning Network.html

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06. Save and Restore TensorFlow Models.html

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07. Finetuning.html

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08. Regularization Intro-pECnr-5F3_Q.en-US.vtt

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08. Regularization Intro-pECnr-5F3_Q.en.vtt

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08. Regularization Intro-pECnr-5F3_Q.ja-JP.vtt

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08. Regularization Intro-pECnr-5F3_Q.mp4

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08. Regularization Intro-pECnr-5F3_Q.pt-BR.vtt

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08. Regularization Intro-pECnr-5F3_Q.zh-CN.vtt

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08. Regularization Intro.html

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09. Regularization-QcJBhbuCl5g.en.vtt

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09. Regularization-QcJBhbuCl5g.mp4

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09. Regularization-QcJBhbuCl5g.pt-BR.vtt

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09. Regularization-QcJBhbuCl5g.zh-CN.vtt

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09. Regularization.html

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10. Regularization Quiz.html

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10. Regularization-Quiz-E0eEW6V0_sA.en-US.vtt

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10. Regularization-Quiz-E0eEW6V0_sA.mp4

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10. Regularization-Quiz-E0eEW6V0_sA.pt-BR.vtt

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10. Regularization-Quiz-E0eEW6V0_sA.zh-CN.vtt

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11. Dropout RENDER-6DcImJS8uV8.en-US.vtt

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11. Dropout RENDER-6DcImJS8uV8.mp4

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11. Dropout RENDER-6DcImJS8uV8.pt-BR.vtt

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11. Dropout RENDER-6DcImJS8uV8.zh-CN.vtt

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11. Dropout.html

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12. Dropout Pt. 2-8nG8zzJMbZw. 2 RENDER-8nG8zzJMbZw.en-US.vtt

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12. Dropout Pt. 2-8nG8zzJMbZw. 2 RENDER-8nG8zzJMbZw.pt-BR.vtt

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12. Dropout Pt. 2-8nG8zzJMbZw. 2 RENDER-8nG8zzJMbZw.zh-CN.vtt

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12. Dropout Pt. 2-8nG8zzJMbZw.mp4

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12. Dropout Pt. 2.html

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13. Quiz TensorFlow Dropout.html

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index.html

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img

dropout-node.jpeg

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layers.png

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multi-layer.png

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regularization-quiz.png

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relu-network.png

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two-layer-network.png

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Part 11-Module 05-Lesson 01_Convolutional Neural Networks

01. Intro to CNNs-B61jxZ4rkMs.en-US.vtt

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01. Intro to CNNs-B61jxZ4rkMs.en.vtt

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01. Intro to CNNs-B61jxZ4rkMs.ja-JP.vtt

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01. Intro to CNNs-B61jxZ4rkMs.mp4

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01. Intro to CNNs-B61jxZ4rkMs.pt-BR.vtt

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01. Intro to CNNs-B61jxZ4rkMs.zh-CN.vtt

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01. Intro To CNNs.html

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02. Color-Question-BdQccpMwk80.en.vtt

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02. Color-Question-BdQccpMwk80.mp4

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02. Color-Question-BdQccpMwk80.pt-BR.vtt

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02. Color-Question-BdQccpMwk80.zh-CN.vtt

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02. Color.html

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03. Statistical Invariance-0Hr5YwUUhr0.en.vtt

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03. Statistical Invariance-0Hr5YwUUhr0.mp4

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03. Statistical Invariance-0Hr5YwUUhr0.pt-BR.vtt

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03. Statistical Invariance-0Hr5YwUUhr0.zh-CN.vtt

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03. Statistical Invariance.html

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04. Convolutional Networks-ISHGyvsT0QY.en.vtt

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04. Convolutional Networks-ISHGyvsT0QY.mp4

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04. Convolutional Networks-ISHGyvsT0QY.pt-BR.vtt

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04. Convolutional Networks-ISHGyvsT0QY.zh-CN.vtt

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04. Convolutional Networks.html

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05. Intuition.html

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06. Filters.html

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07. Feature Map Sizes.html

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07. Feature-Map-Sizes-Question-lp1NrLZnCUM.en.vtt

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07. Feature-Map-Sizes-Question-lp1NrLZnCUM.mp4

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07. Feature-Map-Sizes-Question-lp1NrLZnCUM.pt-BR.vtt

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07. Feature-Map-Sizes-Question-lp1NrLZnCUM.zh-CN.vtt

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07. Feature-Map-Sizes-Solution-W4xtf8LTz1c.en.vtt

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07. Feature-Map-Sizes-Solution-W4xtf8LTz1c.mp4

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07. Feature-Map-Sizes-Solution-W4xtf8LTz1c.pt-BR.vtt

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07. Feature-Map-Sizes-Solution-W4xtf8LTz1c.zh-CN.vtt

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08. Convolutions Cont.-utOv-BKI_vo.en.vtt

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08. Convolutions Cont.-utOv-BKI_vo.mp4

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08. Convolutions Cont.-utOv-BKI_vo.pt-BR.vtt

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08. Convolutions Cont.-utOv-BKI_vo.zh-CN.vtt

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08. Convolutions continued.html

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09. Parameters.html

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10. Quiz Convolution Output Shape.html

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11. Solution Convolution Output Shape.html

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12. Quiz Number of Parameters.html

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13. Solution Number of Parameters.html

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14. Quiz Parameter Sharing.html

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15. Solution Parameter Sharing.html

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16. Visualizing CNNs.html

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17. TensorFlow Convolution Layer.html

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18. Explore the Design Space-FG7M9tWH2nQ.en.vtt

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18. Explore the Design Space-FG7M9tWH2nQ.mp4

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18. Explore the Design Space-FG7M9tWH2nQ.pt-BR.vtt

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18. Explore the Design Space-FG7M9tWH2nQ.zh-CN.vtt

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18. Explore The Design Space.html

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19. TensorFlow Max Pooling.html

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20. Quiz Pooling Intuition.html

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21. Solution Pooling Intuition.html

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22. Quiz Pooling Mechanics.html

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23. Solution Pooling Mechanics.html

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24. Quiz Pooling Practice.html

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25. Solution Pooling Practice.html

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26. Quiz Average Pooling.html

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27. Solution Average Pooling.html

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28. 1x1 Convolutions-Zmzgerm6SjA.en.vtt

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28. 1x1 Convolutions-Zmzgerm6SjA.mp4

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28. 1x1 Convolutions-Zmzgerm6SjA.pt-BR.vtt

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28. 1x1 Convolutions-Zmzgerm6SjA.zh-CN.vtt

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28. 1x1 Convolutions.html

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29. Inception Module-SlTm03bEOxA.en.vtt

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29. Inception Module-SlTm03bEOxA.mp4

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29. Inception Module-SlTm03bEOxA.pt-BR.vtt

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29. Inception Module-SlTm03bEOxA.zh-CN.vtt

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29. Inception Module.html

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30. Convolutional Network in TensorFlow.html

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31. TensorFlow Convolution Layer.html

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32. Solution TensorFlow Convolution Layer.html

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33. TensorFlow Pooling Layer.html

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34. Solution TensorFlow Pooling Layer.html

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35. CNNs - Additional Resources.html

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index.html

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img

arch.png

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convolution-schematic.gif

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convolutionalnetworksquiz.png

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diagonal-line-1.png

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dog-1210559-1280.jpg

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Visit Coursedrive.net.url

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