fast.ai
July 13, 2020 ยท View on GitHub
- latest course (v3): https://course.fast.ai
- fastai on GitHub: fastai
- Data
- Torrents
- some fastai files (files, models, data)
About Me
Projects
Courses (my outlines)
Deep Learning
- [Version 3] (fastai_dl_course_v4.md) (Spring 2020)
- Version 3 (Fall 2018 to Spring 2019)
- Version 2 (Fall 2017 to Spring 2018)
- Version 1 (Fall 2016 to Spring 2017)
Machine Learning
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 :red_circle:
- podcast with Rachel Thomas
Technical Tools
- 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