SocraticTutor Knowledge Base
A curated, interlinked library of AI and machine learning concepts — built by educators, for learners.
Browse 51 topics across 9 subjects, backed by 621 additional depth sources (papers, docs, code examples, benchmarks, deployment cases) curated from the best educators and researchers in the field.
Browse by Subject
Browse by Level
- Beginner — Start here if you’re new to ML
- Intermediate — Deepen your understanding
- Advanced — Research-level depth
Browse by Educator
Andrej Karpathy · Lilian Weng · Jay Alammar · Yannic Kilcher · Chip Huyen · 3Blue1Brown · Sebastian Raschka · Christopher Olah · Hugging Face · Simon Willison · Anthropic
How to Navigate
- Graph view (bottom right) — explore concept connections visually
- Search (top left) — find any topic instantly
- Tags — filter by subject, level, educator, or resource type
- Backlinks (right sidebar) — see what connects to each concept
This wiki is the knowledge base that powers the SocraticTutor learning platform. Topics are curated from top educators and research papers, verified and enriched by our team.