Free book and videos
Learn PyTorch
Beginner to intermediate
You want to learn deep learning by writing PyTorch code.
AI educator
Learn PyTorch
Hands-on PyTorch learning path that complements fast.ai and model-internals material.
Start with: Work through the Learn PyTorch book and run the notebooks.
Free book and videos
Beginner to intermediate
You want to learn deep learning by writing PyTorch code.
►
Educator video
Learn PyTorch · PyTorch, Deep learning, Computer vision
Free book
Beginner to intermediate
Use this when you want Daniel Bourke's material for pytorch and related AI skills.
Developers learning deep learning in PyTorch should start here when they need pytorch, deep learning, and computer vision. The strongest fit is a learner who wants material in these formats: free book, videos, notebooks.
Work through the Learn PyTorch book and run the notebooks. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
Hands-on PyTorch learning path that complements fast.ai and model-internals material. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.
Compare the skill coverage, the starting recommendation, the educator's own resources, and any videos when available. If you need pytorch, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
These are not by Daniel Bourke. They are included only as optional adjacent material after this educator's own videos and resources.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
Practical Deep Learning for Coders
fast.ai
|
Free course | Intermediate | You can code and want a practical route into training models. |
|
Build a Large Language Model From Scratch
Sebastian Raschka
|
GitHub repo / book | Intermediate | You want to build an LLM step by step. |
|
Full Stack Deep Learning Lectures
Full Stack Deep Learning
|
Course videos | Intermediate to advanced | You want the whole lifecycle of ML and AI product development. |
|
fast.ai
Jeremy Howard
|
Free course | Intermediate | Use this when you want Jeremy Howard's material for deep learning and related AI skills. |
|
Build a Large Language Model From Scratch
Sebastian Raschka
|
Book | Intermediate | Use this when you want Sebastian Raschka's material for llm internals and related AI skills. |
|
Python Engineer
Patrick Loeber
|
YouTube tutorials | Beginner to intermediate | Use this when you want Patrick Loeber's material for pytorch and related AI skills. |
|
AI and Machine Learning for Coders
Laurence Moroney
|
Books | Beginner to intermediate | Use this when you want Laurence Moroney's material for tensorflow and related AI skills. |
|
Deep Learning with Python
François Chollet
|
Book | Intermediate | Use this when you want François Chollet's material for keras and related AI skills. |
|
Hands-On Machine Learning
Aurelien Geron
|
Book | Beginner to intermediate | Use this when you want Aurelien Geron's material for scikit-learn and related AI skills. |
|
Brandon Rohrer ML explanations
Brandon Rohrer
|
Essays | Beginner to intermediate | Use this when you want Brandon Rohrer's material for ml foundations and related AI skills. |
|
Krish Naik AI tutorials
Krish Naik
|
YouTube tutorials | Beginner to intermediate | Use this when you want Krish Naik's material for machine learning and related AI skills. |
|
Sentdex AI tutorials
Sentdex
|
YouTube tutorials | Beginner to intermediate | Use this when you want Sentdex's material for python ml and related AI skills. |