Evaluation: How Do You Know It Works?

Topics in Generative AI

1. 1Python Backend Basics for AI Apps
2. 2Just Enough ML: Tokens, Embeddings and Context
3. 3Working with LLM APIs
4. 4Prompting and Structured Output
5. 5Embeddings and Vector Search
6. 6RAG: Answers from Your Own Notes
7. 7Evaluation: How Do You Know It Works?
8. 8Tool Calling and Agents
9. 9Frameworks: LangChain and LangGraph
10. 10Open Models and Fine-Tuning
11. 11Multimodal: Images, PDFs and Speech
12. 12Safety and Guardrails
13. 13Production and LLMOps
14. 14Capstone and Portfolio