Azure ML AutoML Training (SDK v1)

The `azureml-train-automl` package is part of the Azure Machine Learning SDK v1, designed for automatically finding the best machine learning model and its parameters. It streamlines model selection, hyperparameter tuning, and feature engineering for various ML tasks like classification, regression, and forecasting. As of v1.62.0, Azure Machine Learning SDK v1 is deprecated with support ending on June 30, 2026. Users are strongly advised to migrate to Azure Machine Learning SDK v2 for continued support and new features.