Learning Tracks
Guided paths through the reading list. Complete the **Core Curriculum** first, then choose a specialization. ## [Core Curriculum](/pages/tracks/core) Complete this first. --- ## Specialized TracksTrack A: Search & Retrieval Systems
Building search engines, RAG pipelines, or recommendation systems.
Track B: Knowledge Representation & Reasoning
Building knowledge graphs, ontologies, or neuro-symbolic systems.
Track C: Probabilistic & Bayesian ML
Uncertainty quantification, causal inference, principled reasoning.
Track D: Language & Meaning
Understanding how AI represents meaning---connects linguistics, philosophy, and NLP.
Track E: Agents & Autonomous Systems
Building systems that act in the world.
Track F: Security & Adversarial ML
Red-teaming, robustness, attack/defense.
Track G: Security Practitioner
For security professionals integrating AI into their work. Start here if you're from a security background.