Complete Guide to MLOps - Machine Learning Essentials

Complete Guide to MLOps - Machine Learning Essentials

KodeKloud via YouTube Direct link

21:15 - Continuous Integration in MLOps

8 of 14

8 of 14

21:15 - Continuous Integration in MLOps

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Classroom Contents

Complete Guide to MLOps - Machine Learning Essentials

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  1. 1 00:00 - Introduction to MLOps
  2. 2 00:20 - ML Engineering team
  3. 3 03:57 - Deployment and Integration Challenges
  4. 4 04:39 - Who is a MLOps Engineer?
  5. 5 05:17 - Role of an MLOps Engineer
  6. 6 09:50 - Difference between DevOps and MLOps Engineer
  7. 7 16:46 - MLOps Life Cycle
  8. 8 21:15 - Continuous Integration in MLOps
  9. 9 23:09 - Continuous Deployment in MLOps
  10. 10 24:53 - Continuous Training in MLOps
  11. 11 26:38 - Continuous Monitoring in MLOps
  12. 12 28:56 - Essential DevOps Tools for MLOps Pipelines
  13. 13 35:50 - MLOps Architecture
  14. 14 39:53 - MLOps Engineer Roles and Responsibilities

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