Azure Automated Machine Learning – cloud-based environment for training, deploying, automating, managing and tracking ML models. Automated machine learning picks an algorithm and hyperparameters for you and generates a model ready for deployment.
There are several options that you can use to configure automated machine learning experiments.
- Configuration options available in automated machine learning:
- Select your experiment type: Classification, Regression, or Time Series Forecasting
- Data source, formats, and fetch data
- Choose your compute target: local or remote
- Automated machine learning experiment settings
- Run an automated machine learning experiment
- Explore model metrics
- Register and deploy model
Automated machine learning supports data that resides on your local desktop or in the cloud such as Azure Blob Storage. The data can be read into a Pandas DataFrame or an Azure Machine Learning TabularDataset.