AI education source

freeCodeCamp

freeCodeCamp AI and machine learning courses

Large library of practical tutorials for developers who prefer project-based learning.

Start with: Search for a full course that matches the exact tool or model you want to build with.

Videos

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

LLM evaluation with W&B

Skills

Learner questions

Who should learn from freeCodeCamp?

Developers learning by building should start here when they need python, machine learning, llm apps, and coding with ai. The strongest fit is a learner who wants material in these formats: articles, youtube courses, projects.

What should I do first?

Search for a full course that matches the exact tool or model you want to build with. 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?

Large library of practical tutorials for developers who prefer project-based learning. 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 python, 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
LLM Evals Hamel Husain	Guide	Intermediate	Your AI app needs quality checks before users see it.
Google Machine Learning Crash Course Google for Developers	Free course	Beginner	You need practical ML vocabulary before deeper AI engineering.
W&B LLM Evaluation Course Weights & Biases	Free course	Intermediate	You need to debug and measure LLM app quality.
Kaggle Intro to Machine Learning Kaggle	Micro-course	Beginner	You need small exercises for ML basics.
Machine Learning Crash Course Google for Developers	Course	Beginner	Use this when you want Google for Developers's material for ml foundations 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.
Python Engineer Patrick Loeber	YouTube tutorials	Beginner to intermediate	Use this when you want Patrick Loeber's material for pytorch and related AI skills.
AI and Machine Learning for Coders Laurence Moroney	Books	Beginner to intermediate	Use this when you want Laurence Moroney's material for tensorflow and related AI skills.
Deep Learning with Python François Chollet	Book	Intermediate	Use this when you want François Chollet's material for keras and related AI skills.