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Prompt Engineering & RAG

Learn effective prompting, chat APIs, and Retrieval-Augmented Generation. Build real LLM apps with embeddings, vector search, and hands-on projects.

Beginner Intermediate Advanced
Live 1-on-1 lessonsFocused Zoom sessions
Your learning paceA roadmap built around you
Hands-on practiceBuild skills by doing
Your learning roadmap

Course topics by level

Move from strong foundations to confident, practical application with a curriculum adapted to your goals.

Beginner

Prompt Engineering Basics

  • Clear instructions and role prompting
  • Few-shot examples
  • Writing better prompts step by step

Chat API Essentials

  • Working with chat completions APIs
  • System vs user messages
  • Multi-turn conversations
Intermediate

Advanced Prompt Patterns

  • Chain-of-thought style prompting
  • Structured outputs and formats
  • Debugging weak prompts

Embeddings & Vector Search

  • What embeddings represent
  • Similarity search basics
  • Choosing a vector store
Advanced

RAG Pipelines

  • Chunking and indexing documents
  • Retrieve → augment → generate flow
  • Improving retrieval quality

Build an LLM App

  • End-to-end mini RAG project
  • Intro to tools / function calling
  • Testing, iteration, and deployment overview
Personal learning, practical results

Turn this roadmap into real skills.

Tell us what you want to achieve and we’ll shape a focused learning plan around your level, pace, and goals.

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