Free course
Practical Deep Learning for Coders
Intermediate
You can code and want a practical route into training models.
AI educator
fast.ai
One of the best practical routes into training and using real models.
Start with: Practical Deep Learning for Coders, lesson 1.
Free course
Intermediate
You can code and want a practical route into training models.
Free course
Intermediate
Use this when you want Jeremy Howard's material for deep learning and related AI skills.
Coders learning deep learning should start here when they need deep learning, pytorch, and model training. The strongest fit is a learner who wants material in these formats: free course, videos, notebooks.
Practical Deep Learning for Coders, lesson 1. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.
One of the best practical routes into training and using real models. 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 deep learning, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.
These are not by Jeremy Howard. They are included only as optional adjacent material after this educator's own videos and resources.
| Resource | Kind | Level | Use when |
|---|---|---|---|
|
Build a Large Language Model From Scratch
Sebastian Raschka
|
GitHub repo / book | Intermediate | You want to build an LLM step by step. |
|
Learn PyTorch
Daniel Bourke
|
Free book and videos | Beginner to intermediate | You want to learn deep learning by writing PyTorch code. |
|
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
Rachel Thomas
|
Courses | Beginner to intermediate | Use this when you want Rachel Thomas's material for practical ml 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. |
|
Learn PyTorch
Daniel Bourke
|
Free book | Beginner to intermediate | Use this when you want Daniel Bourke's material for pytorch 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. |
|
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. |