Section 3: Training Machine Learning Models

In the third part of the book, the reader will learn all about training and optimizing traditional machine learning models as well as deep learning models on Azure. The reader will implement and train different Deep Neural Networks (DNNs) on Azure using the capabilities of Azure Machine Learning.

This section comprises the following chapters:

• Chapter 7, Building ML models using Azure Machine Learning
• Chapter 8, Training deep neural networks on Azure
• Chapter 9, Hyperparameter tuning and Automated Machine Learning
• Chapter 10, Distributed machine learning on Azure
• Chapter 11, Building a recommendation engine in Azure