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Whitepaper

ML Infrastructure Part 5: Management and Governance

This final chapter in our whitepaper series focuses on the ongoing management and support requirements needed to ensure full integration of machine learning into your business. Your organization must have robust mechanisms for managing models and governing them across teams. 

This whitepaper will walk you through:

Machine Learning Infrastructure Part 5: Management and Governance

This final chapter in our whitepaper series focuses on the ongoing management and support requirements needed to ensure full integration of machine learning into your business.

Your organization must have robust mechanisms for managing models and governing them across teams. 

ML_Infrastructure_5

This whitepaper will walk you through:

  • How to create reliable systems of record to ensure your ML program is running at optimal performance
  • The collection of systems that are secure enough, mature enough, and flexible enough to log all necessary data to enforce relevant ML guidelines
  • Best practices for setting up ongoing assessment systems in your ML program to ensure continuity and the health of your models