AI educator

Nicholas Renotte

Nicholas Renotte AI tutorials

Project-based AI tutorials for people who learn by building demos and prototypes.

Start with: Pick one end-to-end project and rebuild it locally.

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

Learn PyTorch full course

LLM evaluation with W&B

Skills

Learner questions

Who should learn from Nicholas Renotte?

Developers building AI projects should start here when they need computer vision, llm apps, python ml, and deep learning. The strongest fit is a learner who wants material in these formats: youtube tutorials, projects.

What should I do first?

Pick one end-to-end project and rebuild it locally. 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?

Project-based AI tutorials for people who learn by building demos and prototypes. 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 computer vision, 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.
LLM Evals Hamel Husain	Guide	Intermediate	Your AI app needs quality checks before users see it.
W&B LLM Evaluation Course Weights & Biases	Free course	Intermediate	You need to debug and measure LLM app quality.
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.
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.
W&B Courses Weights & Biases	Free courses	Intermediate	Use this when you want Weights & Biases's material for llm apps 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.