Productionalizing Models through CI/CD Design with MLflow

Productionalizing Models through CI/CD Design with MLflow

Databricks via YouTube Direct link

MLflow Example

7 of 14

7 of 14

MLflow Example

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Productionalizing Models through CI/CD Design with MLflow

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Introductions
  3. 3 Agenda
  4. 4 CICD Definition
  5. 5 Traditional CICD
  6. 6 Machine Learning CICD
  7. 7 MLflow Example
  8. 8 Control Model Flow
  9. 9 Model Registry
  10. 10 Deployment
  11. 11 Deploy
  12. 12 Build Cluster
  13. 13 Execute Cluster
  14. 14 Summary

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.