Isaac Flath's Courses

Head Data Scientist

Isaac Flath was the Head of Data Science consulting at Centriam beforing making the switch to speaking and education in 2025. He's a data and AI specialist that has been using Python to build custom AI powered solutions for companies that want to understand their own information better.

Course List

Last updated: Dec 2025

Course

1. Learn Retrieval Augmented Generation

Ch 1. Preprocessing Ch 2. TF-IDF Ch 3. Keyword Search Ch 4. Semantic Search Ch 5. Chunking Ch 6. Hybrid Search Ch 7. LLMs Ch 8. Reranking Ch 9. Evaluation Ch 10. Augmented Generation Ch 11. Agentic Ch 12. Multimodal

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