Fast.ai
Curated by Jeremy Howard • Added 2026-01-15
Practical deep learning for coders from the top down
Fast.ai makes deep learning accessible by teaching practical applications first using PyTorch and fastai, followed by theoretical foundations and low-level mechanics.
What You Will Learn
- ✓Train state-of-the-art computer vision and NLP models on your own data
- ✓Understanding learning rates, stochastic gradient descent, and fine-tuning
- ✓Deploying machine learning models to production as web applications
- ✓Interpreting neural network embeddings and loss landscapes
Curator Highlights
- ★Top-down pedagogical approach
- ★Complete video courseware
- ★100% free with no ads
Topics & Tags:
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