eBook

Automate Your Machine Learning Pipeline

Accelerate model building and deployment for greater success with ML

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