Full syllabus

Beginner

Prompting & API Fundamentals

  1. Working with LLM APIs
  2. Prompt Engineering That Actually Works

Intermediate

Retrieval-Augmented Generation (RAG)

  1. Embeddings & Vector Search
  2. Designing a RAG Pipeline

Advanced

Agents, Evaluation & Guardrails

  1. LLM Agents & Tool Use
  2. Evaluation & Guardrails