Lesson2-Part3

This is about Deployment.

Video

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Outline

  1. HuggingFace Api
  2. Example How HuggingFace Api Works
  3. Example of HuggingFace Api With Javascript
  4. Analysis of Javascript Api ( file 1single.html )
  5. Analysis of Javascript Api ( file 1multi.html )
  6. Another Example of Javascript Application
  7. How to Make Own Website ? Model Deployment
  8. Local Website to Public With Github Pages
  9. Introduction to Fastpages
  10. Adding Theme to Website Alembic

Highlights

Following were the highlight’s:

  1. Remaking Fastai Course Practical Deep Learning 2022 Original Course
  2. Lesson 2 Smaller Version – This one is Part 3 of lesson
  3. Notes are provided in google drive (link no. 1 in Resource Section also in description of Video)

Readings

So If you finished watching video there are notes and slides available for you. Feel free to download that and you can do a quick review of the lesson

Slides

Click to Slide Show to View Full

To Download Click Here

Notes (Part 3)

Book: Chapter-2 Production (ipynb)

This is updated version of Chapter 2 of Book Deep Learning for Coders With Fastai and Pytorch: AI Applications Without a Phd

I modified code according to new version of fastai library

Resources :

  1. Slides and Lecture Notes
  2. Original Lesson
  3. Amazon Book
  4. Free Book Version
  5. Collab Setup
  6. Share Your Work
  7. Chapter 2: Production
  8. Github Pages
  9. Tanishq Blog: HuggingFace and Gradio
  10. HuggingFace Spaces
  11. Fastpages
  12. Forums Lesson2 Official Topic
  13. Kaggle Lesson2 Link
  14. Colab Lesson2 Link
  15. Documentation Fastai


<== Lesson2-Part2                                                 Lesson3-Part1 ==>

Acknowledgements

Special Thanks to @Jeremy Howard