Machine Learning at Scale with MLflow and Apache Spark

Machine Learning at Scale with MLflow and Apache Spark

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Machine Learning at Scale with MLflow and Apache Spark

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  1. 1 Intro
  2. 2 About me
  3. 3 Agenda
  4. 4 Statistics
  5. 5 Common issues
  6. 6 Painful journey
  7. 7 Machine learning ecosystem
  8. 8 Data lake
  9. 9 Python Libraries
  10. 10 MLflow Tracking Server
  11. 11 Prediction
  12. 12 Real Project
  13. 13 Picking the news
  14. 14 Python Notebooks vs Spark
  15. 15 Versioning Data
  16. 16 Spark vs MLflow
  17. 17 QA
  18. 18 Regulation
  19. 19 Question

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