Free practical deep learning courses
Introduction
fast.ai is the deep-learning education project by Jeremy Howard and Rachel Thomas: its top-down teaching — run the model first, explain the theory after — got countless beginners genuinely started. The fastai library wraps PyTorch best practices, and the book 'Deep Learning for Coders' is free in full.
Key Features
- Free Practical Deep Learning course
- Top-down, practice-first teaching
- fastai library simplifying PyTorch
- Companion book free in full
- Active forums
Pros
- The friendliest DL entry path
- Teaching ideas that influenced the field
Cons
- Math fundamentals need separate study
Pricing
Courses and the book are completely free.（See official site for current pricing）
FAQ
Prerequisites?
About a year of coding experience suffices.
GPU needed?
Recommended — Colab/Paperspace free tiers work.
vs Andrew Ng courses?
fast.ai top-down practice; Ng bottom-up theory — they complement.
Related Sites
Collected on lucifer.city · Reviewed by the founder