Free · Self-paced · 3 months

Learn AI & ML the right way.

A structured 3-month curriculum covering ML Foundations, Causal Inference, and Generative AI — with interactive lessons, quizzes, and coding exercises. Free for everyone.

3Months
24Chapters
100+Topics
FreeAlways

Full curriculum

Click any chapter to see the topics covered. Open the learning platform to study with interactive lessons, quizzes, and code exercises.

01
Month 18 chapters

Foundations

Build the mathematical and programming bedrock — linear algebra, probability, Python, and core ML algorithms that every practitioner needs.

02
Month 28 chapters

Causal Inference

Go beyond correlation — learn the frameworks that let you answer "why" questions, run rigorous experiments, and make decisions that hold up under scrutiny.

03
Month 38 chapters

Generative AI

From neural network fundamentals to production LLM systems — transformers, RAG, fine-tuning, agents, and MLOps for the modern AI stack.

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