# Beam Guides

- [ML Features by Location](/getting-started/guides/beam-guides/forecast-ready-features-at-scale.md): The provided notebook demonstrates how you can get relevant forecast-ready features for your locations, at scale. To do this, we will use the Beam API.
- [ML Features by Group](/getting-started/guides/beam-guides/ml-features-by-group.md): The provided notebook demonstrates how you can get an aggregated set of relevant forecast-ready features for several of your locations. To do this, we will use the Beam API's Analysis Groups.