fast.ai
4.7(433 reviews)
Free and open-source deep learning and AI learning website to get everyone involved in AI!
fast.ai - 免费开源的深度学习和AI学习网站，让每个人都参与到AI！
AI LearningFreemium
Visit WebsiteKey Features
- Free deep learning courses
- Top-down practical learning approach
- PyTorch and fastai library
- Computer vision and NLP coverage
- Tabular and collaborative filtering
- Jupyter Notebook course materials
- Hugging Face integration
Pros
- Completely free non-profit courses
- Practical code-first approach
- Fast prototyping with SOTA models
- Transfer learning focus
- Real-world Kaggle competition prep
- Covers data ethics topics
Cons
- Library makes strong opinionated choices
- Variable names can be overly concise
- Can be unclear for some learners
- No direct feedback for online students
- Open-ended time commitment
- Setup can be challenging
Perfect For
Learning deep learning from scratchBuilding practical ML applicationsComputer vision projectsNatural language processingKaggle competition preparation
