Continuous Intelligence - Keeping Your AI Application in Production

Continuous Intelligence - Keeping Your AI Application in Production

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Introduction

1 of 24

1 of 24

Introduction

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Classroom Contents

Continuous Intelligence - Keeping Your AI Application in Production

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  1. 1 Introduction
  2. 2 About Thoughtworks
  3. 3 Open Knowledge
  4. 4 Continuous Delivery for ML
  5. 5 Autoscout
  6. 6 Problems
  7. 7 Continuous Delivery
  8. 8 Pipelines
  9. 9 Challenges
  10. 10 Emily Gorcenski
  11. 11 Code Changes
  12. 12 Model Changes
  13. 13 Data Versioning
  14. 14 Sampling
  15. 15 Schema Changes
  16. 16 Building Pipelines
  17. 17 Developers vs Data Scientists
  18. 18 Continuous Intelligence Pipelines
  19. 19 Continuous Delivery Workflow
  20. 20 Tools and Technologies
  21. 21 Demo
  22. 22 Example Application
  23. 23 Continuous Delivery Pipeline
  24. 24 Conclusion

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