---
title: Classic machine learning | Databricks on AWS
source: https://docs.databricks.com/aws/en/machine-learning/ai-runtime/examples/gpu-classic-ml
ingestedAt: "2026-06-18T08:08:29.297Z"
---

[Time series forecasting with GluonTS](https://docs.databricks.com/aws/en/machine-learning/ai-runtime/examples/tutorials/sgc-time-series-gluonts-101)

This notebook demonstrates an end-to-end workflow for probabilistic time-series forecasting of electricity consumption data with GluonTS's DeepAR model on a serverless GPU cluster. It covers data ingestion, resampling, model training, prediction, visualization, and evaluation.
