Production Concepts

Learn key MLOps concepts before starting your production journey.

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About this course

Curriculum30 min

  • Intro to MLOps
  • Concept | Definition, challenges, and principles of MLOps
  • Concept | Six components of model development that impact MLOps
  • Concept | Model packaging for deployment
  • Concept | Dataiku architecture for MLOps
  • Concept | Govern for MLOps
  • Wrap Up
  • Course checkpoint | Production Concepts
  • Tell us what you think | Production Concepts
  • Course complete | Production Concepts

About this course

Curriculum30 min

  • Intro to MLOps
  • Concept | Definition, challenges, and principles of MLOps
  • Concept | Six components of model development that impact MLOps
  • Concept | Model packaging for deployment
  • Concept | Dataiku architecture for MLOps
  • Concept | Govern for MLOps
  • Wrap Up
  • Course checkpoint | Production Concepts
  • Tell us what you think | Production Concepts
  • Course complete | Production Concepts