eBook

Automate Your Machine Learning Pipeline

Accelerate model building and deployment for greater success with ML
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When your data engineers, data scientists and machine learning engineers use disparate platforms, they struggle to share data. Databricks Machine Learning gives you a deeply automated, full-lifecycle environment that helps all your teams collaborate more efficiently as you scale up your ML activities.

In this eBook, you’ll learn:

  • Why you should automate machine learning — and when to get started
  • How MLflow enables scalable model lifecycle management
  • The best way to automate your entire ML pipeline
  • Where continuous integration and continuous delivery fit in