Lecture 1: Intro to the class and AI system design

Lecture 2: All about LLMs

Workshop 1: build the agent

Lecture 3: Multi-modal AI, Training

Workshop 2: Fine-tuning Diffusion Models

Lecture 4: AI tools and Agents

Workshop 2.2: Human-In-the-Loop

Lecture 5: Backend for AI applications

Lecture 6: Deployment and Scraping

Workshop 3: Deploying on GCP

Lecture 7: Observability

Lecture 8: RAG and agentic search

Workshop 4: RAG

Sundai Hack

Lecture 9: Intro to Front-End

Lecture 10: Front End Frameworks

Workshop 5: Claude Code and Front-End

Workshop 5.1: n8n Tutorial

Final Project Presentations