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[ FreeCourseWeb com ] Udemy - Machine Learning Model Deployment with Flask, React & NodeJS
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1. Introduction
1. Introduction.mp4
1. Introduction.srt
2. Course Outline.html
3. Course Resources.html
4. Your Shortcut To Becoming A Better Data Scientist.html
5. Get To Know Your Instructors!.html
6. Visual Studio Code.html
Course Resources
__MACOSX
_dsmodeldeployment1
_example nn
_webdev
dsmodeldeployment1
_.git
_LICENSE
_app.py
_static
_templates
git
_.DS_Store
_hooks
_info
_logs
_objects
_refs
logs
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refs
_heads
_remotes
remotes
_heroku
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_f3
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_heads
_remotes
_tags
remotes
_heroku
templates
_index.html
example nn
_.DS_Store
webdev
_.DS_Store
_index.html
dsmodeldeployment1
DS_Store
LICENSE
Procfile
app.py
diabetes.csv
git
COMMIT_EDITMSG
DS_Store
HEAD
config
description
hooks
applypatch-msg.sample
commit-msg.sample
fsmonitor-watchman.sample
post-update.sample
pre-applypatch.sample
pre-commit.sample
pre-merge-commit.sample
pre-push.sample
pre-rebase.sample
pre-receive.sample
prepare-commit-msg.sample
update.sample
index
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exclude
logs
HEAD
refs
heads
master
remotes
heroku
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packed-refs
refs
heads
master
remotes
heroku
HEAD
master
model.py
requirements.txt
static
DS_Store
templates
DS_Store
index.html
result.html
testing5.pkl
example nn
DS_Store
demonn.py
loadnn.py
testnn.pt
frontend-app
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
Form.css
Form.js
index.css
index.js
webdev
DS_Store
index.html
style.css
test.py
test_load.py
testnn.pkl
testnn.pt
__MACOSX
Course Resources
_dsmodeldeployment1.zip
_example nn.zip
_frontend-app.zip
_Course Resources
2. Web Theory
1. How The Web Works.mp4
1. How The Web Works.srt
2. What Is Frontend Development.mp4
2. What Is Frontend Development.srt
3. What is Backend Development.mp4
3. What is Backend Development.srt
4. Extra - HTML + CSS Demo.mp4
4. Extra - HTML + CSS Demo.srt
5. Extra - Bootstrap.mp4
5. Extra - Bootstrap.srt
__MACOSX
_webdev
webdev
_.DS_Store
_index.html
webdev
DS_Store
index.html
style.css
test.py
test_load.py
testnn.pkl
testnn.pt
3. Frontend - Getting Started
1. Section Introduction.mp4
1. Section Introduction.srt
2. What is Node.js.mp4
2. What is Node.js.srt
3. Node.js Installation.mp4
3. Node.js Installation.srt
4. What is React.mp4
4. What is React.srt
5. Creating a New React Project.mp4
5. Creating a New React Project.srt
6. React Project Walkthrough.mp4
6. React Project Walkthrough.srt
7. React Project Cleanup.mp4
7. React Project Cleanup.srt
8. Module Resources.html
s2l7-project-files
README.md
git
COMMIT_EDITMSG
HEAD
config
description
hooks
applypatch-msg.sample
commit-msg.sample
fsmonitor-watchman.sample
post-update.sample
pre-applypatch.sample
pre-commit.sample
pre-merge-commit.sample
pre-push.sample
pre-rebase.sample
pre-receive.sample
prepare-commit-msg.sample
push-to-checkout.sample
update.sample
index
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logs
HEAD
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heads
master
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package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
index.css
index.js
logo.svg
4. Frontend - React Basics
1. Section Introduction.mp4
1. Section Introduction.srt
2. Build Our First Component.mp4
2. Build Our First Component.srt
3. Using Data Props.mp4
3. Using Data Props.srt
4. Using States.mp4
4. Using States.srt
5. Build Our First Form.mp4
5. Build Our First Form.srt
5.1 project-files.zip
6. Fetching Data.mp4
6. Fetching Data.srt
7. Module Resources.html
8. Quiz - Basic & React.html
s2l5-project-files
README.md
git
COMMIT_EDITMSG
HEAD
config
description
hooks
applypatch-msg.sample
commit-msg.sample
fsmonitor-watchman.sample
post-update.sample
pre-applypatch.sample
pre-commit.sample
pre-merge-commit.sample
pre-push.sample
pre-rebase.sample
pre-receive.sample
prepare-commit-msg.sample
push-to-checkout.sample
update.sample
index
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logs
HEAD
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heads
master
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package.json
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favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
App.test.js
index.css
index.js
logo.svg
reportWebVitals.js
setupTests.js
s3l2-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
User.js
index.css
index.js
logo.svg
s3l6-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
Data.js
Form.js
User.js
index.css
index.js
logo.svg
5. Building The Backend
1. Getting Stared.mp4
1. Getting Stared.srt
2. What is Flask.mp4
2. What is Flask.srt
3. Creating A New Flask Project.mp4
3. Creating A New Flask Project.srt
4. DS Model Overview.mp4
4. DS Model Overview.srt
5. DS Model Building.mp4
5. DS Model Building.srt
6. Saving Weights.mp4
6. Saving Weights.srt
7. Extra - Neural Network Weights Example.mp4
7. Extra - Neural Network Weights Example.srt
__MACOSX
_example nn
example nn
_.DS_Store
example nn
DS_Store
demonn.py
loadnn.py
testnn.pt
6. Section 6 - Building The Backend
1. API Basics.mp4
1. API Basics.srt
1.1 dsmodeldeployment1.zip
2. Reference.mp4
2. Reference.srt
3. Integrating The DS Model - Part 1.mp4
3. Integrating The DS Model - Part 1.srt
4. Integrating The DS Model - Part 2.mp4
4. Integrating The DS Model - Part 2.srt
5. Debugging + Testing.mp4
5. Debugging + Testing.srt
6. Postman.mp4
6. Postman.srt
__MACOSX
_dsmodeldeployment1
dsmodeldeployment1
_.git
_LICENSE
_app.py
_static
_templates
git
_.DS_Store
_hooks
_info
_logs
_objects
_refs
logs
_refs
refs
_heads
_remotes
remotes
_heroku
objects
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_info
_pack
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_heads
_remotes
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_index.html
dsmodeldeployment1
DS_Store
LICENSE
Procfile
app.py
diabetes.csv
git
COMMIT_EDITMSG
DS_Store
HEAD
config
description
hooks
applypatch-msg.sample
commit-msg.sample
fsmonitor-watchman.sample
post-update.sample
pre-applypatch.sample
pre-commit.sample
pre-merge-commit.sample
pre-push.sample
pre-rebase.sample
pre-receive.sample
prepare-commit-msg.sample
update.sample
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logs
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master
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heroku
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refs
heads
master
remotes
heroku
HEAD
master
model.py
requirements.txt
static
DS_Store
templates
DS_Store
index.html
result.html
testing5.pkl
7. Section 7 - Deploy The Application
1. Section Introduction.mp4
1. Section Introduction.srt
10. Deploying React Frontend.mp4
10. Deploying React Frontend.srt
11. Module Resources.html
2. Project Build & Build Tool.mp4
2. Project Build & Build Tool.srt
3. Review Different Build Tools.mp4
3. Review Different Build Tools.srt
4. Heroku Set Up.mp4
4. Heroku Set Up.srt
5. Git Install.mp4
5. Git Install.srt
6. Heroku Push.mp4
6. Heroku Push.srt
7. Postman Test.mp4
7. Postman Test.srt
8. HTML + Procfile.mp4
8. HTML + Procfile.srt
9. Building the React Frontend.mp4
9. Building the React Frontend.srt
8. Build Our Frontend
1. Section Introduction.mp4
1. Section Introduction.srt
2. Building Our Form.mp4
2. Building Our Form.srt
3. Connect to Backend.mp4
3. Connect to Backend.srt
3.1 project-files.zip
4. Form Improvements + Adding Styles.mp4
4. Form Improvements + Adding Styles.srt
4.1 project-files.zip
5. Deploy Frontend to Heroku.mp4
5. Deploy Frontend to Heroku.srt
s3l3-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
User.js
index.css
index.js
logo.svg
s3l4-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
User.js
index.css
index.js
logo.svg
s8l2-final-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
Data.js
Form.js
index.css
index.js
logo.svg
s8l2-initial-project-files
README.md
gitignore
package-lock.json
package.json
public
favicon.ico
index.html
logo192.png
logo512.png
manifest.json
robots.txt
src
App.css
App.js
Data.js
Form.js
User.js
index.css
index.js
logo.svg
9. Other Deployment Options
1. Deploy Frontend with Github Pages.mp4
1. Deploy Frontend with Github Pages.srt
2. Deploy Frontend with Netlify.mp4
2. Deploy Frontend with Netlify.srt
3. Deploy Frontend with AWS.mp4
3. Deploy Frontend with AWS.srt
Bonus Resources.txt
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