Fugue: Unifying Big Data Analytics Ecosystems for ETL and Machine Learning

Fugue: Unifying Big Data Analytics Ecosystems for ETL and Machine Learning

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Fugue Programming Model

4 of 13

4 of 13

Fugue Programming Model

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Classroom Contents

Fugue: Unifying Big Data Analytics Ecosystems for ETL and Machine Learning

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  1. 1 Intro
  2. 2 Motivation of Fugue
  3. 3 Node Vec: Fugue Code
  4. 4 Fugue Programming Model
  5. 5 A Workflow Example
  6. 6 The Fugue Extensions
  7. 7 Fugue SQL vs Spark SQL
  8. 8 Fugue Programming Interface vs SQL
  9. 9 Fugue ML Components
  10. 10 Model & Parameter Sweeping model
  11. 11 Benchmark Test
  12. 12 An Interactive On-demand Spark Ecosystem
  13. 13 Summary

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