In this article, you learn how to configure and train a time-series forecasting regression model using automated machine learning, AutoML, in the Azure Machine Learning Python SDK. To do so, you: Prepare data for time series modeling. Configure specific time-series parameters in an AutoMLConfig object. Apr 24, 2020 · Selecting a time series forecasting model is just the beginning. Using the chosen model in practice can pose challenges, including data transformations and storing the model parameters on disk. In this tutorial, you will discover how to finalize a time series forecasting model and use it to make predictions in Python.