Tutorials & Learning Paths
Free courses and videos to learn AI, hand-picked and verified against each provider’s own page
AI Basics for Beginners
Elements of AI
University of Helsinki & MinnaLearn
A no-code, no-math introduction to what AI actually is and what it can and can't do.
Machine Learning Crash Course
Fast-paced, hands-on ML fundamentals with interactive visualizations and coding exercises.
Machine Learning & AI Foundations
freeCodeCamp / LunarTech
Full video course covering ML and AI fundamentals through recommender systems and predictive analytics.
Using AI Tools Effectively
AI Fluency: Framework & Foundations
Anthropic Academy
The 4D framework - Delegation, Description, Discernment, Diligence - for working with any AI tool effectively and safely.
AI Capabilities and Limitations
Anthropic Academy
What large language models can actually do versus their real constraints - next-token prediction, memory, context limits.
Large Language Models (LLMs)
LLM Course
Hugging Face
How LLMs and NLP work under the hood, using Transformers, Tokenizers, and the Hugging Face Hub.
But What Is a Neural Network?
3Blue1Brown
The visual, intuitive explanation of neural networks that the rest of deep learning builds on.
Neural Networks: Zero to Hero
Andrej Karpathy
Build neural networks and a GPT-style language model from scratch in code, starting from backpropagation.
Prompt Engineering
Prompt Engineering Interactive Tutorial
Anthropic
Anthropic's own hands-on, chapter-by-chapter tutorial for writing better prompts for Claude.
ChatGPT Prompt Engineering for Developers
DeepLearning.AI & OpenAI
Andrew Ng and OpenAI's Isa Fulford on core prompting principles and building with an LLM API.
Prompt Engineering - Full Course
freeCodeCamp
A complete video walkthrough of practical prompt-writing techniques.
AI Engineering
Generative AI for Beginners
Microsoft
21 lessons on building real generative AI applications, from fundamentals to responsible AI.
AI Agents for Beginners
Microsoft
18 lessons on agentic frameworks, tool use, RAG, multi-agent systems, and production deployment.
Agents Course
Hugging Face
Build and deploy AI agents with the smolagents framework, with a free completion certificate.
Generative AI in the Cloud
freeCodeCamp / Andrew Brown
Full video course spanning prompt engineering, RAG, AI agents, and model deployment.
Using Claude & Other AI Models
Claude 101
Anthropic Academy
The foundational course for working with Claude day to day.
Claude Code 101
Anthropic Academy
Coding with Claude, from your first session to real workflows.
Building with the Claude API
Anthropic Academy
A deep, comprehensive course on integrating Claude into real applications.
Intro to Machine Learning
Kaggle
Build and validate your own models hands-on, in-browser, with real datasets.