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newsDatabricks·July 23, 2021

Auto-Train a Time-Series Forecast Model With AML + ADB

Summary

Azure Machine Learning running on Azure Databricks compute enables large-scale many-models forecasting for industries such as supply chain, healthcare, insurance and finance. The demo builds a time-series forecasting model in Azure Databricks with Azure AutoML, using MLFlow for lifecycle management and Hyperopt for distributed model execution.

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