Rachel Thomas

fast.ai

Good practical teaching on making ML more understandable and useful.

Start with: Use fast.ai essays and course material alongside hands-on notebooks.

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

One useful thing about AI

Skills

Learner questions

Who should learn from Rachel Thomas?

Developers, data scientists should start here when they need practical ml, ethics, and education. The strongest fit is a learner who wants material in these formats: courses, essays.

What should I do first?

Use fast.ai essays and course material alongside hands-on 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?

Good practical teaching on making ML more understandable and useful. 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 practical ml, 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.
Learn Prompting Sander Schulhoff	Guide	Beginner to intermediate	You need a broad prompt engineering reference.
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.
Elements of AI Elements of AI	Free course	Beginner	Use this when you want Elements of AI's material for ai foundations and related AI skills.
edX artificial intelligence courses edX AI	Courses	Beginner to advanced	Use this when you want edX AI's material for ai foundations and related AI skills.
AI for Education Khan Academy	Guides	Beginner	Use this when you want Khan Academy's material for ai literacy and related AI skills.
Weaviate education videos Connor Shorten	YouTube tutorials	Beginner to intermediate	Use this when you want Connor Shorten's material for vector search and related AI skills.