Section 1: Introduction to Azure Machine Learning
In this section, we will learn about the history of Machine Learning (ML), the scenarios in which to apply ML, the statistical knowledge necessary, and the steps and components required for running a custom end-to-end ML project. We will have a look at the available Azure services for ML and we will learn about the scenarios they are best suited for. Finally, we will introduce Azure Machine Learning, the main service we will utilize throughout the rest of the book. We will understand how to deploy this service and use it to run our first ML experiments in the cloud.
This section comprises the following chapters:
- Chapter 1, Understanding the End-to-End Machine Learning Process
- Chapter 2, Choosing the Right Machine Learning Service in Azure
- Chapter 3, Preparing the Azure Machine Learning Workspace