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The Vault Courses
The Vault Courses

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Gen AI & LLMs
01 LLM Basics 5
What are LLMs? Tokenization The Transformer Architecture Module Review: LLM Basics
02 Prompting 5
Prompt Engineering Basics Chain-of-Thought Advanced Prompting Module Review: Prompting
03 RAG 5
RAG Fundamentals Vector Databases Advanced RAG Architectures Module Review: RAG
04 Fine-Tuning 5
Fine-Tuning Basics LoRA and PEFT RLHF Module Review: Fine-Tuning
05 Production 5
LLM Serving Inference Optimization Safety and Moderation Module Review: Production
Courses / gen ai

Gen AI & LLMs

Gen AI Last updated: Feb 27, 2026

Learn about Documentation with interactive visualizations and depth.

Course Modules

Module 01 Available

LLM Basics

Master the fundamentals of Large Language Models. Learn about Next Token Prediction, Tokenization, and the Transformer architecture.

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Module 02 Available

Prompting

Learn about Prompting with interactive visualizations and depth.

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Module 03 Available

RAG

Master Retrieval-Augmented Generation (RAG). Learn how to build production-grade AI systems that combine LLMs with external knowledge bases using Vector Databases, Embeddings, and Advanced Retrieval strategies.

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Module 04 Available

Fine-Tuning

Learn about Fine-Tuning with interactive visualizations and depth.

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Module 05 Available

Production

Master the art of serving Large Language Models (LLMs) in production. Learn about vLLM, PagedAttention, Quantization, and Safety Guardrails.

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