Scaling Machine Learning Workflows to Big Data with Fugue

Scaling Machine Learning Workflows to Big Data with Fugue

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

Conclusion

21 of 22

21 of 22

Conclusion

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Classroom Contents

Scaling Machine Learning Workflows to Big Data with Fugue

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  1. 1 Introduction
  2. 2 Demo Overview
  3. 3 Han Wang Introduction
  4. 4 First Example
  5. 5 Spark
  6. 6 Transformation
  7. 7 Fugue Code
  8. 8 Model
  9. 9 Field Workflow
  10. 10 Results
  11. 11 Physical
  12. 12 Prediction
  13. 13 Pandas vs Spark
  14. 14 Lazy evaluation of Spark
  15. 15 Partitioning
  16. 16 Testing
  17. 17 Fugue
  18. 18 Decouple logic and execution
  19. 19 Demo
  20. 20 Notebook extension
  21. 21 Conclusion
  22. 22 Recap

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