- fastai Documentation 🔴
- fastai on GitHub
- fastai (* current version *) 🔴
- fastai v1: Launch Announcement
- fastai_old (on GitHub) (old version)
- fastai (* current version *) 🔴
- Data
- fastai Datasets 🔴
- Torrents
- some fastai files (files, models, data)
- 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.
- 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
- tmux on AWS
- Download data using Kaggle CLI
- Download data using Chrome and wget
- Jupyter Notebook Commands & Shortcuts
- How to Create a Keypair
- Copy Files from Local PC to Cloud PC
Summary of Cloud GPU Vendors (with billing)
- Paperspace setup
- AWS AMI GPU Setup
- 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
- manual: bash script for setup
- the CUDA drivers
- Anaconda (special Python distribution)
- Python libraries
- fastai library
- courses
- data
- Other