fast.ai

fastai Documentation 🔴
- Documentation for Developers
fastai on GitHub
- fastai (* current version *) 🔴
  - fastai v1: Launch Announcement
  - fastai_old (on GitHub) (old version)
Data
- fastai Datasets 🔴
- Torrents
- some fastai files (files, models, data)

About Me

My Blog (Reshama Shaikh)
Twitter: @reshamas

Deep Learning: Version 3 🔴

Course Info

Version 3 (Fall 2018 to Spring 2019):
- Jeremy: Blog posts are welcome and recommended, but they mustn’t include the video until after the MOOC is released next year. Therefore, the blog posts need to stand alone and be useful without the video.

Platforms for Using Fastai (GPU required) v3

Setup (Local, AWS) and FAQ Part 1 v3

Helpful Resources

Jeremy's PyTorch Tutorial

Courses (my outlines)

Deep Learning

Version 2 (Fall 2017 to Spring 2018)
Version 1 (Fall 2016 to Spring 2017)

Machine Learning

Fall 2017

Helpful Resources

Directory of fastai and DL terms
Solving the Most Common Errors
Fastai FAQs for Beginners
30+ Best Practices
Resources (Blogs Written by fastai Fellows / Research Papers, etc)
Fastai Blog Posts (by Rachel Thomas & Jeremy Howard)
- podcast with Jeremy Howard on fastai_v1 🔴
- podcast with Rachel Thomas

Technical Tools

Platforms for Using fastai (GPU required) v2

Summary of Cloud GPU Vendors (with billing)

Paperspace setup
AWS AMI GPU Setup
- How to setup fastai in an Amazon AWS region without fastai AMI like in Europe
Crestle
Google Cloud GPU Setup for fastai
Set up personal deep learning box (home computer)
Microsoft Azure
Running fast.ai notebooks with Amazon SageMaker
Docker
- Paperspace Docker Container
- Fastai and Docker
manual: bash script for setup
- the CUDA drivers
- Anaconda (special Python distribution)
- Python libraries
- fastai library
- courses
- data
Other

Other Resources