AI education source

Codecademy

Codecademy AI courses

Good for beginners who want guided coding exercises while learning AI concepts.

Start with: Use the beginner AI and Python material before attempting agents or RAG.

Videos

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

Prompt engineering for developers

LLM evaluation with W&B

Claude AI fluency

Skills

Learner questions

Who should learn from Codecademy?

Beginner developers should start here when they need ai foundations, python, prompting, and llm apps. The strongest fit is a learner who wants material in these formats: interactive courses, projects.

What should I do first?

Use the beginner AI and Python material before attempting agents or RAG. 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 for beginners who want guided coding exercises while learning AI concepts. 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 foundations, 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
ChatGPT Prompt Engineering for Developers DeepLearning.AI	Short course	Beginner	You want a short, structured intro to prompting for software tasks.
Learn Prompting Sander Schulhoff	Guide	Beginner to intermediate	You need a broad prompt engineering reference.
Prompt Engineering Guide DAIR.AI	Guide	Beginner to advanced	You want examples of prompting techniques and patterns.
LLM Evals Hamel Husain	Guide	Intermediate	Your AI app needs quality checks before users see it.
Anthropic Prompt Engineering Overview Anthropic	Guide	Beginner to intermediate	You are building with Claude and want official prompting guidance.
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.
DeepLearning.AI Short Courses Andrew Ng	Short courses	Beginner to advanced	Use this when you want Andrew Ng's material for prompting and related AI skills.
Simon Willison on LLMs Simon Willison	Blog	Beginner to advanced	Use this when you want Simon Willison's material for llm tools and related AI skills.
Learn Prompting Sander Schulhoff	Free guide	Beginner to intermediate	Use this when you want Sander Schulhoff's material for prompting and related AI skills.