Course map / Artificial Intelligence
AIS-201 LLM Engineering & Prompt Design
Prompt engineering, RAG architectures, fine-tuning, and building LLM-powered applications.
- Level
- Intermediate
- Planned time
- 20 hours
- Area
- LLMs
- Take first
- AIS-101
You should be able to
- Design effective prompts for production LLM applications
- Build RAG systems with vector databases and embeddings
Modules
- Prompt Engineering PatternsExercise · 120 min
- RAG ArchitectureLab · 180 min
- Embeddings & Vector SearchLab · 120 min
- Build a RAG ChatbotProject · 360 min
Module times add to 13 h 0 min. The planned time above includes practice and review.