Reading the course
Start with the syllabus and follow the schedule. Each lecture's reading view includes its slides in sequence, citations, and a downloadable Markdown copy. Slide decks remain available for presentation and keyboard navigation.
Primary documentation
Use the original documentation when implementing an exercise. Pin the version you test and record when you accessed the documentation.
- Model Context Protocol specification and TypeScript SDK documentation.
- PydanticAI documentation.
- LangGraph documentation.
- Hugging Face Transformers and PEFT.
- Ragas documentation.
- OWASP GenAI Security Project.
Model catalogs and prices
Model tables in lectures illustrate a point in time. Select a model from the current catalog, check its availability and terms, and measure it on your own evaluation set.
- OpenAI model documentation.
- Anthropic model documentation.
- Google Gemini model documentation.
- Meta Llama model cards and licenses.
Capstone materials
The capstone guide contains the deliverables, suggested milestones, and self-assessment rubric. Select a project small enough to evaluate, establish a baseline, and use actual measurements in the demonstration and writeup.
The public repository currently provides lecture material and the viewer. Classroom-only starter repositories, datasets, private recordings, and past student submissions are not included.
Provenance and corrections
See the update notes for the current review scope and protocol-version caveats. For corrections or reuse permission, contact Sawan Ruparel.