Fast.aiIntermediate
Practical Deep Learning for Coders
Jeremy Howard's celebrated top-down curriculum teaching modern deep learning from vision to language models and tabular data.
Duration60+ hours
PriceFree
FormatVideo
LevelIntermediate
What you'll learn
- Train vision, text, and tabular models using PyTorch and fastai
- Deploy models to web endpoints and edge containers
- Understand SGD, learning rate finders, and data augmentation
- Build clean end-to-end machine learning workflows
About this course
The classic top-down course that gets you training state-of-the-art deep learning models on day one, then drills down into the underlying calculus, PyTorch mechanics, and SGD optimization. Unrivaled for hands-on intuition. Free and open to everyone.
Prerequisites
One year of Python programming experience