Hello. In this lesson, you will learn how to automate machine-learning model selection with Azure Machine Learning. Automated machine learning
enables you to try multiple algorithms
on preprocessing transformations with your data. This, combined with scalable
Cloud-based compute, makes it possible to find the best-performing model
for your data without the huge amount of
time-consuming manual trial and error that would
otherwise be required. Azure Machine Learning includes support for automated machine learning through a
visual interface in Azure Machine
Learning Studio. You can use the Azure
Machine Learning SDK to run automated machine
learning experiments. In this module, you
will learn how to use Azure Machine Learning's
automated machine learning capabilities to determine the best performing
algorithm for your data, use automated
machine learning to preprocess data for training, and run an automated machine
learning experiment.