eBook
Automate Your Machine Learning Pipeline
Accelerate model building and deployment for greater success with ML
![](https://www.databricks.com/sites/default/files/2022/02/2022-02-EB-How-to-Automate-Your-ML-Pipeline-image-%25402x.png?v=1660758008)
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