Machine Learning for Continuous Integration - Andrea Frittoli & Kyra Wulffert - ODSC Europe 2019

Machine Learning for Continuous Integration - Andrea Frittoli & Kyra Wulffert - ODSC Europe 2019

Open Data Science via YouTube Direct link

Collecting data

4 of 17

4 of 17

Collecting data

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Machine Learning for Continuous Integration - Andrea Frittoli & Kyra Wulffert - ODSC Europe 2019

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  1. 1 Intro
  2. 2 The Team
  3. 3 The OpenStack use case
  4. 4 Collecting data
  5. 5 Data Selection
  6. 6 Data Normalization
  7. 7 Building the dataset
  8. 8 Experiment Workflow
  9. 9 Training Infrastructure
  10. 10 Prediction
  11. 11 Changing test job
  12. 12 Binary Classification - Summary
  13. 13 Multi Class - Changing Resolution
  14. 14 Multi Class - Network topology
  15. 15 Multi Class - Tuning network topology
  16. 16 Multi Class. Summary
  17. 17 Conclusions

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