Book Image

C# 8 and .NET Core 3 Projects Using Azure - Second Edition

By : Paul Michaels, Dirk Strauss, Jas Rademeyer
Book Image

C# 8 and .NET Core 3 Projects Using Azure - Second Edition

By: Paul Michaels, Dirk Strauss, Jas Rademeyer

Overview of this book

.NET Core is a general-purpose, modular, cross-platform, and opensource implementation of .NET. The latest release of .NET Core 3 comes with improved performance and security features, along with support for desktop applications. .NET Core 3 is not only useful for new developers looking to start learning the framework, but also for legacy developers interested in migrating their apps. Updated with the latest features and enhancements, this updated second edition is a step-by-step, project-based guide. The book starts with a brief introduction to the key features of C# 8 and .NET Core 3. You'll learn to work with relational data using Entity Framework Core 3, before understanding how to use ASP.NET Core. As you progress, you’ll discover how you can use .NET Core to create cross-platform applications. Later, the book will show you how to upgrade your old WinForms apps to .NET Core 3. The concluding chapters will then help you use SignalR effectively to add real-time functionality to your applications, before demonstrating how to implement MongoDB in your apps. Finally, you'll delve into serverless computing and how to build microservices using Docker and Kubernetes. By the end of this book, you'll be proficient in developing applications using .NET Core 3.
Table of Contents (13 chapters)

Introducing LUIS

LUIS stands for Language Understanding Intelligent Service. It allows you to tap into a machine learning algorithm to train a prebuilt language model. In fact, this service (as with the Bot Framework) is far more powerful than we'll see here. For our purposes, we only need to train a simple model that has very few keywords and phrases. If you haven't done so, you'll need to start by registering at https://www.luis.ai.

Once you're registered, you can start building a new model:

Here, if we select Intents, we can identify key areas of conversation; as you can see, I've identified a number of areas here. You select the Create new intent option, then give the intent a name (in fact, it doesn't matter what you name the intent). Once you've done so, you'll be asked to give some examples of what might be typed in—for example...