Book Image

Advanced TypeScript Programming Projects

By : Peter O'Hanlon
Book Image

Advanced TypeScript Programming Projects

By: Peter O'Hanlon

Overview of this book

With the demand for ever more complex websites, the need to write robust, standard-compliant JavaScript has never been greater. TypeScript is modern JavaScript with the support of a first-class type system, which makes it simpler to write complex web systems. With this book, you’ll explore core concepts and learn by building a series of websites and TypeScript apps. You’ll start with an introduction to TypeScript features that are often overlooked in other books, before moving on to creating a simple markdown parser. You’ll then explore React and get up to speed with creating a client-side contacts manager. Next, the book will help you discover the Angular framework and use the MEAN stack to create a photo gallery. Later sections will assist you in creating a GraphQL Angular Todo app and then writing a Socket.IO chatroom. The book will also lead you through developing your final Angular project which is a mapping app. As you progress, you’ll gain insights into React with Docker and microservices. You’ll even focus on how to build an image classification program with machine learning using TensorFlow. Finally, you’ll learn to combine TypeScript and C# to create an ASP.NET Core-based music library app. By the end of this book, you’ll be able to confidently use TypeScript 3.0 and different JavaScript frameworks to build high-quality apps.
Table of Contents (13 chapters)

Summary

In this chapter, we have taken our first steps into writing machine learning applications using the popular TensorFlow.js library. As well as learning about what machine learning is, we have also seen how it fits into the AI space. While we wrote our classes to hook up to MobileNet and pose detection libraries, we also covered what CNNs are.

As well as looking at TensorFlow.js, we have started a journey into using Vue.js, the up-and-coming client side library that is rapidly gaining popularity alongside Angular and React. We saw how to use .vue files and how to hook our TypeScript alongside the web templates, including using Vue's binding syntax.

In the next chapter, we are going to take a radical step sideways and see how we can incorporate TypeScript alongside ASP.NET Core to build a music library combining C# with TypeScript.

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