Master ML & AI the Socratic way

An AI tutor that teaches through questions, not lectures. Built on a curated knowledge base of 50+ topics, grounded in the best educators' content.

or browse the public wiki

Covering topics across

Neural NetworksLarge Language ModelsComputer VisionReinforcement LearningAgents & ReasoningMultimodal AIGenerative ModelsML Engineering

What makes this different

Design a course on anything

Paste a YouTube video, upload a transcript, or just describe what you want to learn. The AI builds a structured course grounded in curated sources — with Socratic tutoring, quizzes, and reference materials generated for every lesson.

Drop a YouTube link — get a full course from the video

Paste a transcript or paper — structured into lessons

Describe a topic — AI curates sources and builds the course

How it works

Describe what you want to learn, or paste a source

AI generates a course outline grounded in wiki sources

Review, edit, and publish — each lesson gets notes, a tutor KB, and quizzes

Learn with a Socratic AI tutor that knows your course material deeply

Everything you need to learn deeply

Not just content — a complete learning environment with Socratic dialogue, curated references, and interactive exercises.

Socratic Tutoring

An AI tutor that guides through questions, not answers. Builds deep understanding through dialogue.

Structured Courses

Curated learning paths from fundamentals to advanced topics, built on a rich knowledge base.

Rich Content

Interactive quizzes, educational diagrams, code examples, and curated reference sources.

Concept Explorer

Explore any ML/AI topic on demand with a free-form AI tutor backed by deep wiki knowledge.

AI Course Builder

Your courses get the same depth as curated ones — grounded in wiki sources, with tutor KBs and quizzes auto-generated.

Public Wiki

50 topics, 140+ subtopics, and 500+ curated reference sources — all browsable online.

50+

Topics

500+

Reference Sources

140+

Subtopics

10+

Educators

Ready to learn differently?

Pick a curated course or design your own — either way, you get an AI tutor that builds understanding through questioning, backed by the best ML/AI content on the internet.