Courses
A structured learning map for modern AI systems. Each course will connect its official source, slides, transcript, notes, and follow-up writing.
Full course learning site
Explore CS336, CS149, CMU AI Agents, lecture notes, transcripts, and downloadable resources.
CoursesNotesTranscripts
Open learning siteTraining, scaling, evaluation, and systems
Course notes and learning paths for LLM foundations, model training, post-training, evaluation, and inference systems.
LLMTrainingEvaluation
Open courseReasoning, tool use, and long-horizon tasks
Materials on agent architectures, memory systems, RAG, computer use, and evaluation.
AgentsMemoryRAG
Open courseGPU systems, distributed training, and serving
Notes on the systems work behind reliable, efficient model training and inference.
InfraGPUDistributed Systems
Open course