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Less is More with PostgresML - ML and DB Seminar Series

Less is More with PostgresML - ML and DB Seminar Series

CMU Database Group via YouTube Direct link

Classical Machine Learning

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Classical Machine Learning

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Classroom Contents

Less is More with PostgresML - ML and DB Seminar Series

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  1. 1 Intro
  2. 2 Derek Zoolander
  3. 3 Web Applications
  4. 4 Microservices
  5. 5 Scaling Machine Learning Apps
  6. 6 First Principles Applied to ML
  7. 7 Pre-trained models - RAG, RLHF, LORA
  8. 8 Classical Machine Learning
  9. 9 Transformers
  10. 10 Model Memory Management
  11. 11 Benchmarks
  12. 12 Python & C from Rust

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