Machine Learning Deployment Best Practices

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Dec

7

4:00pm

Machine Learning Deployment Best Practices

By Monitaur

Machine Learning model deployment can be a complicated undertaking, but it doesn’t have to be overly complex. During this 60-minute event, presented by Dr. Andrew Clark and Sid Mangalik, we will cover:
  • An introduction to what elements are required for ML decision assurance and reproducibility
  • How Monitaur supports best practices while remaining flexible to individual deployment paradigms
  • Full-length example of best practices when deploying a Scikit Learn pattern ML model with a REST API within a Docker container
  • Examples of ungovernable deployments and what not to do

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