# ML Features by Group

See the [notebook on GitHub](https://github.com/predicthq/phq-data-science-docs/blob/master/demand-forecasting-with-events/identify-group-level-features-with-beam-api.ipynb).

## Technical documentation

Below are some technical documentation relevant to this guide:

* [Beam](https://app.gitbook.com/s/kEFs8urDbSJqBmXUI3Lv/beam "mention")