Learn about Documentation with interactive visualizations and depth.
Course Modules
LLM Basics
Master the fundamentals of Large Language Models. Learn about Next Token Prediction, Tokenization, and the entire underlying Transformer architecture.
Prompting
Learn about Prompting with interactive visualizations and depth. Discover how to effectively query and build with Large Language Models today in detail.
RAG
Master Retrieval-Augmented Generation (RAG). Learn how to build production-grade AI systems combining LLMs with external knowledge bases using Vector DBs.
Fine-Tuning
Master the principles of Fine-Tuning large language models. This comprehensive module covers basics, LoRA, PEFT, and RLHF with practical interactive examples.
Production
Master the art of serving Large Language Models (LLMs) in production. Learn about vLLM, PagedAttention, Quantization, and Safety Guardrails.