Session 1 Introduction and Vibe Check
Session 2 Embeddings, Retrieval Augmented Generation (RAG)
Session 3 End-to-End RAG Deployment and 2025 Industry Use Cases
Session 4 RAG and Evaluation with LangChain & LangSmith
Session 5 Agents and Evaluation with LangGraph & LangSmith
Session 6 Multi-Agent Applications with LangGraph
Session 7 Synthetic Data Generation for Evaluation
Session 8 RAG Evaluation and Assessment
Session 9 Fine-Tuning Embeddings or Domain-Adapted Retrieval
Session 10 Fine-Tuning LLMs & Reasoning Models
Session 11 Midterm
Session 12 AIM Games + Pitches
Session 13 Advanced Retrieval Methods for RAG
Session 14 Advanced Agents and Reasoning
Session 15 Intro to Production and Open-Source Endpoints
Session 16 Deploying and Operating RAG in Production
Session 17 On-Prem Agents
Session 18 Inference, Serving, and GPU Optimization