AI educator

Chip Huyen

AI Engineering

Good systems-level view of building AI applications responsibly.

Start with: Use the book page and related essays as a production engineering path.

Videos

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

AI Engineering with Chip Huyen

Educator video

Chip Huyen · ai engineering, production, systems, mlops

Agents for everything else

2025 in LLMs so far

MLOps community production AI

Skills

Learner questions

Who should learn from Chip Huyen?

Engineers, ML practitioners should start here when they need ai engineering, systems, and production ml. The strongest fit is a learner who wants material in these formats: book, essays.

What should I do first?

Use the book page and related essays as a production engineering path. 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 systems-level view of building AI applications responsibly. 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 ai engineering, 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
AI Engineering Chip Huyen	Book	Intermediate to advanced	You are moving from demos to production systems.
AI Engineer Talks AI Engineer	Conference videos	Intermediate to advanced	You want practitioner talks from builders working on the current AI stack.
Simon Willison: 2025 in LLMs so far Simon Willison	Talk	Beginner to advanced	You want a grounded tour of current LLM tooling and tradeoffs.
Builder Methods Brian Casel	Newsletter	Beginner to intermediate	Use this when you want Brian Casel's material for founder workflows and related AI skills.
AI Engineer Swyx	Conference talks	Intermediate to advanced	Use this when you want Swyx's material for ai engineering and related AI skills.
AI Engineering Chip Huyen	Book	Intermediate to advanced	Use this when you want Chip Huyen's material for ai engineering and related AI skills.
Eugene Yan Eugene Yan	Essays	Intermediate to advanced	Use this when you want Eugene Yan's material for applied ml and related AI skills.
AI Engineering resources Addy Osmani	Newsletter	Beginner to intermediate	Use this when you want Addy Osmani's material for ai coding and related AI skills.
Latent Space Latent Space	Podcast	Intermediate to advanced	Use this when you want Latent Space's material for ai engineering and related AI skills.
Made With ML Made With ML	Course	Intermediate	Use this when you want Made With ML's material for mlops and related AI skills.