Using ML.NET with UWP

Now that we have established how to create a production-grade .NET Core console application, in this chapter, we will deep dive into creating a fully functional Windows 10 application with the Universal Windows Platform (UWP) framework. This application will utilize an ML.NET binary classification model to make web-page-content classifications, in order to determine if the content is benign or malicious. In addition, we will explore breaking your code into a component-based architecture, using a .NET Standard Library to share between our desktop application and the console application that will train our model. By the end of the chapter, you should have a firm grasp of designing and coding a production-grade UWP desktop application with ML.NET.

The following topics will be covered in this chapter:

• Breaking down the UWP application
• Creating the web browser...