Hands-On Machine Learning with ML.NET

Using ML.NET with ASP.NET Core

Now that we have an idea of how to create a production-grade .NET Core console application, in this chapter, we will deep dive into creating a fully functional ASP.NET Core Blazor web application. This application will utilize an ML.NET binary classification model to make file classifications on Windows executables (Portable Executable (PE) files), in order to determine whether the files themselves are either clean or malicious. Furthermore, we will explore breaking our application code into a component-based architecture using a .NET Core library to share between our web 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 ...