Projects
Build ML systems through structured project sheets. Pick a field and work through its topics, from fundamentals to a complete system.
Project sheets
11 categories
Agentic Systems
Build agents that retrieve knowledge, use tools, and coordinate work.
3 projects
LLM Engineering
Adapt language models to a task and build the systems that serve them.
2 projects
ML Systems and GPU Programming
Understand the execution, memory, and scaling behind efficient ML.
Coming soon
Mechanistic Interpretability
Inspect model internals and investigate how learned features affect behavior.
Coming soon
Multimodal AI
Connect language and vision through retrieval, adaptation, and agents.
Coming soon
Speech and Audio
Turn audio into usable signals and build responsive voice systems.
Coming soon
Reinforcement Learning
Build environments and train agents through feedback and interaction.
Coming soon
Graph Machine Learning
Learn from relationships with graph representations and message passing.
Coming soon
Computer Vision
Build systems that detect, segment, understand, and generate images.
Coming soon
Recommendation and Ranking
Retrieve relevant candidates and rank them for personalized discovery.
Coming soon
Time Series and Signals
Model temporal patterns in forecasts, sensors, and physiological signals.
Coming soonMore projects coming soon
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