Develop locally

Learn how to develop your pipelines locally.

This section contains information around best practices for developing your pipelines locally. It's common to do at least some work locally where you can iterate faster, and where it doesn't take much time or money to run your pipeline. People often do this with a smaller subset of their data, or with synthetic data.

ZenML supports this pattern and the sections that follow guide you through this pattern of working locally and then (at certain moments) pushing and running your pipelines on more powerful remote hardware.