Hello, and welcome
to this lesson, where you will learn about the Azure Machine Learning
Software Development Kit. Azure Machine Learning
is a platform for operating Machine Learning
workloads in the Cloud. Built on the Microsoft
Azure Cloud Platform, Azure Machine Learning
enables you to manage scalable on-demand compute for
machine-learning workloads, data storage, and
connectivity to ingest data from a
wide range of sources. Machine Learning
workflow orchestration to automate model training, deployment, and
management processes, model registration,
and management. So you can track
multiple versions of models on the data on
which they were trained. Metrics and monitoring
for training experiments, datasets and published services, and model deployment for
real-time on batch inferencing. In this lesson, you
will learn how to provision an Azure Machine
Learning workspace. Use tools, and interfaces to work with Azure
Machine Learning and run code-based experiments in an Azure Machine
Learning workspace.