AI educator

Daniel Bourke

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.

Videos

Start with the educator-specific video, then use the related topic videos to fill in prerequisites and adjacent skills.

Daniel Bourke starting video

Learn PyTorch · PyTorch, Deep learning, Computer vision

Practical Deep Learning for Coders

fast.ai · deep learning, pytorch, training

Practical deep learning for coders

fast.ai · deep learning, pytorch, training, model internals

Skills

Learner questions

Who should learn from Daniel Bourke?

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.

What should I do first?

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.

What problem does this help with?

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.

How do I compare this with other educators?

Compare the skill coverage, the starting recommendation, and the related videos. If you need pytorch, 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.
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.
Kaggle Learn Kaggle	Micro-courses	Beginner	Use this when you want Kaggle's material for python 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.