A Hitchhiker's Guide to the MLOps Experience

A Hitchhiker's Guide to the MLOps Experience

Conf42 via YouTube Direct link

preface

2 of 18

2 of 18

preface

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A Hitchhiker's Guide to the MLOps Experience

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  1. 1 intro
  2. 2 preface
  3. 3 ml engineers' lives can be challenging
  4. 4 the current solution
  5. 5 who is noa
  6. 6 what is mlops
  7. 7 mlops is important to ml engineers
  8. 8 the main components mlops should cover
  9. 9 data challenges
  10. 10 data versioning
  11. 11 data visualisations
  12. 12 experiments challenges
  13. 13 experiment tracking
  14. 14 the main components mlops should cover
  15. 15 models challenges
  16. 16 model registry
  17. 17 general ux tips
  18. 18 what is your favourite mlops experience? tell me!

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