AI educator

Jeremy Howard

fast.ai

One of the best practical routes into training and using real models.

Start with: Practical Deep Learning for Coders, lesson 1.

Videos

Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.

Practical Deep Learning for Coders

Educator video

fast.ai · deep learning, pytorch, training

Practical deep learning lecture

Educator video

fast.ai · deep learning, pytorch, model internals

Learn PyTorch full course

Skills

Learner questions

Who should learn from Jeremy Howard?

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.

What should I do first?

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.

What problem does this help with?

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.

How do I compare this with other educators?

Compare the skill coverage, the starting recommendation, and the related videos. If you need deep learning, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.

Related 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.
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 Jeremy Howard	Free course	Intermediate	Use this when you want Jeremy Howard's material for deep learning and related AI skills.
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.
Full Stack Deep Learning Full Stack Deep Learning	Course	Intermediate to advanced	Use this when you want Full Stack Deep Learning's material for mlops 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.