Online Data Science Dojo

Introduction

Learning Objectives

Introduction

Fixed vs Semantic vs Recursive Chunking

Chunking Overlap and Context Preservation

Metadata Management and Document Linking

Quiz

Introduction

Semantic vs Hybrid Search

Using Rerankers to Reduce Hallucination

Filtering, Context Windows, and Trust Scores

Quiz

Introduction

Evaluating RAG Performance

Latency, Caching and Cost-Effective Deployment

DSPy, KG-RAG and Feedback Loops

Quiz

Coding Exercises

Graded Quiz