AI & ML

RAG Engineering & RAFT

Ground LLMs in real data. Master document parsing, hybrid retrieval, RAFT, and end-to-end RAG operations.

Document Processing

Document Parsing (Rule-based + AI)
Hybrid Retrieval Design

Advanced RAG

RAFT and Retrieval-Enhanced Training
End-to-End RAG Operations
RAG Prompt Strategies for Grounding

RAG Foundations

RAG Architecture Fundamentals
Chunking Strategies
Advanced RAG Patterns
RAG Evaluation and Quality
SWE Quiz - Master System Design & ML Interviews