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[FreeCoursesOnline Me] UDACITY - Machine Learning Scholarship Program for Microsoft Azure
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Part 01-Module 01-Lesson 01_Welcome to Introduction to Machine Learning on Azure
01. Welcome To Udacity V2-9QadFJRKrEA.mp4
01. Welcome to Udacity .html
02. How this program works.html
03. Join the Scholarship Community.html
04. Microsoft Azure PROMO (2)-hwtrw64xQmQ.mp4
04. Why Machine Learning.html
05. 0 00 11983 Udacity ML Course Lesson0 FINAL V3-C25mkY1R5Wc.mp4
05. Course Overview.html
img.zip
index.html
Part 01-Module 01-Lesson 02_Introduction to Machine Learning
01. 1 00 11983 Udacity ML Course Lesson1 FINAL V2-V__T6TEXobA.mp4
01. Lesson Overview.html
02. 1 01 11983 Udacity ML Course Lesson1 FINAL V2-567-mVblChI.mp4
02. What is Machine Learning.html
03. 1 03 11983 Udacity ML Course Lesson1 FINAL V2-IFqpMGZRaGc.mp4
03. Applications of Machine Learning.html
04. 1 04 11983 Udacity ML Course Lesson1 FINAL V2-cy6RinIoteM.mp4
04. Brief History of Machine Learning.html
05. 1 05 11983 Udacity ML Course Lesson1 FINAL V2-xX66AYbEJJY.mp4
05. The Data Science Process.html
06. 1 06 11983 Udacity ML Course Lesson1 FINAL V2-11Hcp1ts494.mp4
06. Common Types of Data.html
07. 1 07A 11983 Udacity ML Course Lesson1 FINAL V2-DBML5tG138I.mp4
07. 1 10A 11983 Udacity ML Course Lesson1 FINAL V2-BCl4VaChdPk.mp4
07. Tabular Data.html
08. 1 07B 11983 Udacity ML Course Lesson1 FINAL V2-NyrL6ein-pw.mp4
08. Scaling Data.html
09. 1 07C 11983 Udacity ML Course Lesson1 FINAL V2-n2uIykJkJ44.mp4
09. Encoding Categorical Data.html
10. 1 08 11983 Udacity ML Course Lesson1 FINAL V2-ZTID77K760Y.mp4
10. Image Data.html
11. 1 09 11983 Udacity ML Course Lesson1 FINAL V2-Y5C-fVOEj8g.mp4
11. Text Data.html
12. 1 10B 11983 Udacity ML Course Lesson1 FINAL V2--STuxIvMhHo.mp4
12. Two Perspectives on ML.html
13. 1 11 11983 Udacity ML Course Lesson1 FINAL V2-4uHZkcRJ_J8.mp4
13. The Computer Science Perspective.html
14. 1 12 11983 Udacity ML Course Lesson1 FINAL V2-mRjQmAKpwgs.mp4
14. The Statistical Perspective.html
15. 1 13 11983 Udacity ML Course Lesson1 FINAL V2-jj_06syZGEg.mp4
15. The Tools for Machine Learning.html
16. 1 14 11983 Udacity ML Course Lesson1 FINAL V2-M9zUzwhIto4.mp4
16. Libraries.html
17. 1 15 11983 Udacity ML Course Lesson1 FINAL V2-YGssK4vvQak.mp4
17. 1 16 11983 Udacity ML Course Lesson1 FINAL V2-e2-yhSuxVMQ.mp4
17. Cloud Services.html
18. 1 17 11983 Udacity ML Course Lesson1 FINAL V2-rnKuhPp-9AU.mp4
18. Models vs. Algorithms.html
19. Prelaunch Lab.html
20. 1 18 11983 Udacity ML Course Lesson1 FINAL V2-RsQEl8zay3Y.mp4
20. Linear Regression.html
21. Linear Regression Check Your Understanding.html
22. Lab Instructions.html
23. Lab Train a Linear Regression Model.html
24. 1 19 11983 Udacity ML Course Lesson1 FINAL V2--UgmbgLY5fc.mp4
24. Walkthrough Train a Linear Regression Model.html
25. 1 20 11983 Udacity ML Course Lesson1 FINAL V2-kbdMEfNf2eQ.mp4
25. Learning Functions.html
26. 1 21 11983 Udacity ML Course Lesson1 FINAL V2-t9tQF3nn54M.mp4
26. Parametric vs. Non-parametric.html
27. 1 22 11983 Udacity ML Course Lesson1 FINAL V2-BYFfpR0thCA.mp4
27. Classical ML vs. Deep Learning.html
28. 1 23 11983 Udacity ML Course Lesson1 FINAL V2-2_JMdUc0D0c.mp4
28. Approaches to Machine Learning.html
29. 1 24A 11983 Udacity ML Course Lesson1 FINAL V2-UC8i4--WQoA.mp4
29. 1 24B 11983 Udacity ML Course Lesson1 FINAL V2-X1DotdITKyE.mp4
29. 1 24C 11983 Udacity ML Course Lesson1 FINAL V2-eAxyENSV7JE.mp4
29. The Trade-Offs.html
30. 1 25 11983 Udacity ML Course Lesson1 FINAL V2-Hoh74KrKh5k.mp4
30. Lesson Summary.html
img.zip
index.html
media.zip
Part 01-Module 01-Lesson 03_Model Training
01. 2 00 11983 Udacity ML Course FINAL V2-Z6qaUHwrklk.mp4
01. Lesson Overview.html
02. Prelaunch Lab.html
03. Lab Instructions.html
04. 2 01 11983 Udacity ML Course FINAL V2-2UF0Lo3NDt0.mp4
04. Data Import and Transformation.html
05. Lab Import, Transform, and Export Data.html
06. 2 02 LAB 11983 Udacity ML Course FINAL V2-LllJB5LQtb0.mp4
06. Walkthrough Import, Transform, and Export Data.html
07. 2 03 11983 Udacity ML Course FINAL V2-b0J1SHbi9pE.mp4
07. 2 04 A 11983 Udacity ML Course FINAL V2-uUqlBoG0bPc.mp4
07. 2 04 B 11983 Udacity ML Course FINAL V2-S98RHa5Eioc.mp4
07. Managing Data.html
08. Prelaunch Lab.html
09. 2 05 A 11983 Udacity ML Course FINAL V2-o5CIakh9Xtg.mp4
09. 2 05 B 11983 Udacity ML Course FINAL V2-l8OetSHc754.mp4
09. More About Datasets.html
10. Lab Create and Version a Dataset.html
11. 2 06 LAB 11983 Udacity ML Course FINAL V2-aIvMainDa1E.mp4
11. Walkthrough Create and Version a Dataset.html
12. 2 07 11983 Udacity ML Course FINAL V3-aO2rp406n8A.mp4
12. Introducing Features.html
13. 2 08 A 11983 Udacity ML Course FINAL V2-j-b4K7KjEKA.mp4
13. 2 08 B 11983 Udacity ML Course FINAL V3-BTiJGJbMfbY.mp4
13. 2 09 11983 Udacity ML Course FINAL V2-ecd3jvTdlGw.mp4
13. Feature Engineering.html
14. Prelaunch Lab.html
15. 2 10 A 11983 Udacity ML Course FINAL V2-A_2GRAhJrAs.mp4
15. 2 10 B 11983 Udacity ML Course FINAL V2-5umJYhVUKcw.mp4
15. Feature Selection.html
16. Lab Engineer and Select Features.html
17. 2 11 A LAB 11983 Udacity ML Course FINAL V2-pIOkoTphyR8.mp4
17. 2 11 B LAB 11983 Udacity ML Course FINAL V2-KpO1Wa_TvT4.mp4
17. Walkthrough Engineer and Select Features.html
18. 2 12 11983 Udacity ML Course FINAL V2-QIAiteCikwI.mp4
18. 2 13 11983 Udacity ML Course FINAL V2 -lvs2_TL1sw8.mp4
18. Data Drift.html
19. 2 14 11983 Udacity ML Course FINAL V2-Ar9fKCgMT6A.mp4
19. Model Training Basics.html
20. 2 15 A 11983 Udacity ML Course FINAL V2-lBXm8TmGqDA.mp4
20. 2 15 B 11983 Udacity ML Course FINAL V2-D8Gw2Cbv2MY.mp4
20. Model Training in Azure Machine Learning.html
21. 2 16 11983 Udacity ML Course FINAL V2-FyvqRyMoWRA.mp4
21. Training Classifiers.html
22. 2 17 11983 Udacity ML Course FINAL V2-qpmlvrQWZ6U.mp4
22. Training Regressors.html
23. 2 18 11983 Udacity ML Course FINAL V2-c_8sEPf0Cg0.mp4
23. Evaluating Model Performance.html
24. Confusion Matrices.html
25. 2 19 A 11983 Udacity ML Course FINAL V2-rwvFVe3CbXs.mp4
25. 2 19 B 11983 Udacity ML Course FINAL V2-sG76ZVt0tS4.mp4
25. Evaluation Metrics for Classification.html
26. Prelaunch Lab.html
27. 2 20 11983 Udacity ML Course FINAL V2-cEwPyC6pvAY.mp4
27. Evaluation Metrics for Regression.html
28. Lab Train and Evaluate a Model.html
29. 2 21 LAB 11983 Udacity ML Course FINAL V2-P8XkYitGtXE.mp4
29. Walkthrough Train and Evaluate a Model.html
30. Prelaunch Lab.html
31. 2 22 11983 Udacity ML Course FINAL V2-c9PdpRJ-djc.mp4
31. 2 23 11983 Udacity ML Course FINAL V2-40iS8bfeFv8.mp4
31. 2 25 11983 Udacity ML Course FINAL V2-msaXELuThsY.mp4
31. Strength in Numbers.html
32. Lab Train a Two-Class Boosted Decision Tree.html
33. 2 24 LAB 11983 Udacity ML Course FINAL V2-AhLfTUincPQ.mp4
33. Walkthrough Train a Two-Class Boosted Decision Tree.html
34. Prelaunch Lab.html
35. Lab Train a Simple Classifier with Automated ML.html
36. 2 26 LAB 11983 Udacity ML Course FINAL V2-GQA96QHGfyE.mp4
36. Walkthrough Train a Simple Classifier with Automated ML.html
37. 2 27 11983 Udacity ML Course FINAL V2-YV-WLroRscE.mp4
37. Lesson Summary.html
img.rar
index.html
media.zip
Part 01-Module 01-Lesson 04_Supervised _ Unsupervised Learning
01. 3 00 11983 Udacity ML Course Lesson3 FINAL V2-JuhUEeomiL8.mp4
01. Lesson Overview.html
02. Prelaunch Lab.html
03. 3 01 11983 Udacity ML Course Lesson3 FINAL V2-HXnLBA4OOsg.mp4
03. 3 02 11983 Udacity ML Course Lesson3 FINAL V2-9mbrJjUEyEI.mp4
03. Supervised Learning Classification.html
04. Lab Two-Class Classifiers Performance.html
05. 3 32 11983 Udacity ML Course Lesson3 FINAL V2-lXDOH8B0Gs4.mp4
05. Walkthrough Two-Class Classifiers Performance.html
06. Prelaunch Lab.html
07. 3 04 11983 Udacity ML Course Lesson3 FINAL V2-SR8akpb0zpE.mp4
07. Multi-Class Algorithms.html
08. Lab Multi-Class Classifiers Performance.html
09. 3 33 11983 Udacity ML Course Lesson3 FINAL V2-QewAKJzDAeg.mp4
09. Walkthrough Multi-Class Classifiers Performance.html
10. Prelaunch Lab.html
11. Lab Train a Classifier Using Automated Machine Learning.html
12. 3 34 11983 Udacity ML Course Lesson3 FINAL V2-2PGHJJARRa4.mp4
12. Walkthrough Train a Classifier Using Automated ML.html
13. Prelaunch Lab.html
14. 3 07 11983 Udacity ML Course Lesson3 FINAL V2-VfIJGRbKptQ.mp4
14. 3 08 11983 Udacity ML Course Lesson3 FINAL V2-pf9ccUR8fJg.mp4
14. Supervised Learning Regression.html
15. Lab Regressors Performance.html
16. 3 36 11983 Udacity ML Course Lesson3 FINAL V2-fH5GNou7nj4.mp4
16. Walkthrough Regressors Performance.html
17. Prelaunch Lab.html
18. 3 10 11983 Udacity ML Course Lesson3 FINAL V2-g1i5ErYFaUw.mp4
18. Automate the Training of Regressors.html
19. Lab Train a Regressor using Automated Machine Learning.html
20. 3 38 11983 Udacity ML Course Lesson3 FINAL V2-XpM7c9AAN3Y.mp4
20. Walkthrough Train a Regressor using Automated ML.html
21. 3 12 11983 Udacity ML Course Lesson3 FINAL V2-2ZM50KroKCU.mp4
21. 3 13A 11983 Udacity ML Course Lesson3 FINAL V2-xks3HdxklnE.mp4
21. 3 13B 11983 Udacity ML Course Lesson3 FINAL V3-87aNOz7QpKM.mp4
21. Unsupervised Learning.html
22. 3 13C 11983 Udacity ML Course Lesson3 FINAL V2-aPF17MZ6LkU.mp4
22. Semi-Supervised Learnining.html
23. Prelaunch Lab.html
24. 3 14 11983 Udacity ML Course Lesson3 FINAL V2-v4GMgObQpmg.mp4
24. 3 15 11983 Udacity ML Course Lesson3 FINAL V2-ZcuW7h8XPws.mp4
24. Clustering.html
25. Lab Train a Simple Clustering Model.html
26. 3 42 11983 Udacity ML Course Lesson3 FINAL V2-R3P39drDfYY.mp4
26. Walkthrough Train a Simple Clustering Algorithm.html
27. Lesson Summary.html
index.html
Part 01-Module 01-Lesson 05_Applications of Machine Learning
01. 4 00 11983 Udacity ML Course Lesson4 FINAL V2-1HmKrd2a2_8.mp4
01. Lesson Overview.html
02. 4 01 A 11983 Udacity ML Course Lesson4 FINAL V2--n9joiAbG-g.mp4
02. 4 01 B 11983 Udacity ML Course Lesson4 FINAL V2-E6wi222GVUo.mp4
02. Classical ML vs. Deep Learning.html
03. 4 02 A1 11983 Udacity ML Course Lesson4 FINAL V2-pkqVrJ_wVGk.mp4
03. 4 02 A2 11983 Udacity ML Course Lesson4 FINAL V2-Lol7o0hihMU.mp4
03. 4 02 B 11983 Udacity ML Course Lesson4 FINAL V2-dFiIve3NFwo.mp4
03. What is Deep Learning.html
04. 4 02 C 11983 Udacity ML Course Lesson4 FINAL V3-NcEP9T0cDuU.mp4
04. Characteristics of Deep Learning.html
05. Prelaunch Lab.html
06. 4 03 11983 Udacity ML Course Lesson4 FINAL V2-Y5Ysf7q-Y9M.mp4
06. 4 04 11983 Udacity ML Course Lesson4 FINAL V3-B8hmwP1aCic.mp4
06. Benefits and Applications of Deep Learning.html
07. Lab Train a Simple Neural Net.html
08. 4 05 Demo 11983 Udacity ML Course Lesson4 FINAL V2-Tt23S02LP6g.mp4
08. Walkthrough Train a Simple Neural Net.html
09. 4 06 A 11983 Udacity ML Course Lesson4 FINAL V2-N86yJ1UP5s8.mp4
09. 4 06 B 11983 Udacity ML Course Lesson4 FINAL V2-urQbSmviMx4.mp4
09. Specialized Cases of Model Training.html
10. Prelaunch Lab.html
11. 4 07 A 11983 Udacity ML Course Lesson4 FINAL V3-aW8ujYYtglg.mp4
11. 4 07 B 11983 Udacity ML Course Lesson4 FINAL V3-opL7imA2cjM.mp4
11. Similarity Learning.html
12. Lab Train a Simple Recommender.html
13. 4 08 Demo A 11983 Udacity ML Course Lesson4 FINAL V2-LWOe5jrngw8.mp4
13. 4 08 Demo B 11983 Udacity ML Course Lesson4 FINAL V2-3wl5n7JTjFk.mp4
13. Walkthrough Train a Simple Recommender.html
14. Prelaunch Lab.html
15. 4 09 A1 11983 Udacity ML Course Lesson4 FINAL V2-sUJ9yorV1V4.mp4
15. 4 09 A2 11983 Udacity ML Course Lesson4 FINAL V2-OYgDFnn4dGA.mp4
15. 4 09 B 11983 Udacity ML Course Lesson4 FINAL V2-uFjJeVXPkyw.mp4
15. Text Classification.html
16. Lab Train a Simple Text Classifier.html
17. 4 10 A Demo 11983 Udacity ML Course Lesson4 FINAL V2-IoLpwQiTdPQ.mp4
17. 4 10 B Demo 11983 Udacity ML Course Lesson4 FINAL V2-WYF7HnRR1rs.mp4
17. Walkthrough Train a Simple Text Classifier.html
18. 4 11 11983 Udacity ML Course Lesson4 FINAL V3-FZFgoHtdnpE.mp4
18. Feature Learning.html
19. 4 12 A 11983 Udacity ML Course Lesson4 FINAL V2-LGTdscqTl4E.mp4
19. 4 12 B 11983 Udacity ML Course Lesson4 FINAL V2-DMJ2erBuWQM.mp4
19. 4 12 C 11983 Udacity ML Course Lesson4 FINAL V2-JxFYhiIxllg.mp4
19. Applications of Feature Learning.html
20. 4 13 11983 Udacity ML Course Lesson4 FINAL V2-xFSa2FgkJTE.mp4
20. 4 14 A 11983 Udacity ML Course Lesson4 FINAL V2-htPzXY6fVrg.mp4
20. 4 14 B 11983 Udacity ML Course Lesson4 FINAL V2-z0ZtPmBJVYY.mp4
20. Anomaly Detection.html
21. Prelaunch Lab.html
22. 4 15 A 11983 Udacity ML Course Lesson4 FINAL V2-B0Jt1njlV6s.mp4
22. 4 15 B 11983 Udacity ML Course Lesson4 FINAL V2-FVwZQ8MR2hc.mp4
22. Forecasting.html
23. Lab Forecasting.html
24. 4 16 Demo 11983 Udacity ML Course Lesson4 FINAL V2-A_o7iinfabQ.mp4
24. Walkthrough Forecasting.html
25. 4 17 11983 Udacity ML Course Lesson4 FINAL V2-qYJ6kjgzOVI.mp4
25. Lesson Summary.html
img.zip
index.html
Part 01-Module 01-Lesson 06_Managed Services for Machine Learning
01. 5 00 11983 Udacity ML Course Lesson5 FINAL V2-hoGKdgb8g7M.mp4
01. Lesson Overview.html
02. 5 01 11983 Udacity ML Course Lesson5 FINAL V2-vVZcGHAMOqY.mp4
02. Managed Services for Machine Learning.html
03. Prelaunch Lab.html
04. 5 02 11983 Udacity ML Course Lesson5 FINAL V2-bif1io4cNQQ.mp4
04. 5 03 11983 Udacity ML Course Lesson5 FINAL V2-SOPDkh9P-5I.mp4
04. Compute Resources.html
05. Lab Managing Compute.html
06. 5 Lab01 11983 Udacity ML Course Lesson5 FINAL-q7RRdfwTWEA.mp4
06. Walkthrough Managing Compute.html
07. Prelaunch Lab.html
08. 5 05 11983 Udacity ML Course Lesson5 FINAL V2-ZF33SyTMGNA.mp4
08. Managed Notebook Environments.html
09. Lab Managed Notebook Environments.html
10. 5 Lab02 11983 Udacity ML Course Lesson5 FINAL-YSWxHQsBK-U.mp4
10. Walkthrough Managed Notebook Environments.html
11. Prelaunch Lab.html
12. 5 07 11983 Udacity ML Course Lesson5 FINAL V2-Ar5V4a0OBug.mp4
12. 5 08 11983 Udacity ML Course Lesson5 FINAL V2-PNKjNd0uJSI.mp4
12. 5 09 11983 Udacity ML Course Lesson5 FINAL V2-oADXOnCXVNg.mp4
12. 5 10 11983 Udacity ML Course Lesson5 FINAL V2-dRB4fj3LD4o.mp4
12. 5 11 11983 Udacity ML Course Lesson5 FINAL V2-wWODHPbb8no.mp4
12. Basic Modeling.html
13. Lab Explore Experiments and Runs.html
14. 5 Lab03 11983 Udacity ML Course Lesson5 FINAL-S0pSSahJJIM.mp4
14. Walkthrough Explore Experiments and Runs.html
15. 5 13 11983 Udacity ML Course Lesson5 FINAL V2-f7uWcFzT-FI.mp4
15. 5 14 11983 Udacity ML Course Lesson5 FINAL V2-74ezKhozwY0.mp4
15. 5 15 11983 Udacity ML Course Lesson5 FINAL 1080 3M FINAL V4-sDp10jUg9Bk.mp4
15. Advanced Modeling.html
16. Prelaunch Lab.html
17. 5 16 11983 Udacity ML Course Lesson5 FINAL V3-RcRP0QDPqBc.mp4
17. 5 17 11983 Udacity ML Course Lesson5 FINAL V2-bM9wpLEE3YQ.mp4
17. 5 18 11983 Udacity ML Course Lesson5 FINAL V2-5faQxutTO_g.mp4
17. Operationalizing Models.html
18. Lab Deploy a Model as a Webservice.html
19. 5 Lab04 A 11983 Udacity ML Course Lesson5 FINAL-YRjFSMsOfBU.mp4
19. 5 Lab04 B 11983 Udacity ML Course Lesson5 FINAL-PV0o_NwgRzk.mp4
19. 5 Lab04 C 11983 Udacity ML Course Lesson5 FINAL-YzpvDRggb4Q.mp4
19. Walkthrough Deploy a Model as a Webservice.html
20. Prelaunch Lab.html
21. 5 20 11983 Udacity ML Course Lesson5 FINAL V2-69xItMGJ2p8.mp4
21. Programmatically Accessing Managed Services.html
22. Lab Training and Deploying from a Compute Instance.html
23. 5 Lab05 11983 Udacity ML Course Lesson5 FINAL-nOnJXN4XP1M.mp4
23. Walkthrough Training and Deploying from a Compute Instance.html
24. 5 22 11983 Udacity ML Course Lesson5 FINAL V2-ybpXlQi_ZFI.mp4
24. Lesson Summary.html
img.zip
index.html
Part 01-Module 01-Lesson 07_Responsible AI
01. 6 00 11983 Udacity ML Course Lesson6 FINAL V2-rRZ8UXCnqIc.mp4
01. Lesson Overview.html
02. 6 01 11983 Udacity ML Course Lesson6 FINAL V2-T4tMKKfBUig.mp4
02. Modern AI Challenges and Principles.html
03. 6 02 11983 Udacity ML Course Lesson6 FINAL V2-UxGSdEHLdUU.mp4
03. Microsoft AI Principles.html
04. Prelaunch Lab.html
05. 6 03A 11983 Udacity ML Course Lesson6 FINAL V2-SPpEwlCFjvQ.mp4
05. 6 03B 11983 Udacity ML Course Lesson6 FINAL V2-q-cN7eqonkk.mp4
05. Model Transparency _ Explainability.html
06. Lab Model Explainability.html
07. 6 04A 11983 Udacity ML Course Lesson6 FINAL V2-QkOssW8N_u4.mp4
07. 6 04B 11983 Udacity ML Course Lesson6 FINAL V2-B6iNfHxm-WM.mp4
07. Walkthrough Model Explainability.html
08. 6 05 11983 Udacity ML Course Lesson6 FINAL V2-xcVJsraX3o4.mp4
08. 6 05 Demo 11983 Udacity ML Course Lesson6 FINAL V2-D3KyjrsKJCI.mp4
08. Model Fairness.html
09. 6 06 11983 Udacity ML Course Lesson6 FINAL V2-QpSKT_S4X3k.mp4
09. Lesson Summary.html
index.html
Part 01-Module 01-Lesson 08_Course Conclusion
01. 7 00 A 11983 Udacity ML Course Lesson7 FINAL V2-Gqw9cHfuLcc.mp4
01. 7 00 B 11983 Udacity ML Course Lesson7 FINAL V2-gxyK2DeGo38.mp4
01. Course Conclusion.html
index.html
assets.zip
index.html
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