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Roadmap to becoming a developer in 2022
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developer-roadmap/src/data/roadmaps/mlops/content/mlops-principles@iTsEHVCo6K...

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MLOps Principles

Awareness of MLOps principles and maturity factors is required.

  • Books:
    • Designing Machine Learning Systems by Chip Huyen
    • Introducing MLOps by Mark Treveil and Dataiku
  • Assessment: MLOps maturity assessment
  • Great resource on MLOps: ml-ops.org