# Streaming uncertainty estimation

Learn how to quantify predictive uncertainty for data streams.

* [Prediction Intervals for Data Streams](prediction_interval.md)

# See also

- [`capymoa.uncertainty`](../../api/modules/capymoa.uncertainty.md#module-capymoa.uncertainty)

Uncertainty estimation produces prediction intervals or confidence estimates
alongside point predictions, updating as the stream evolves. These tutorials cover
training and evaluating uncertainty-aware learners on data streams, including the
built-in methods and how to integrate your own.