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Adopting .NET 5

You're reading from   Adopting .NET 5 Understand modern architectures, migration best practices, and the new features in .NET 5

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Product type Paperback
Published in Dec 2020
Publisher Packt
ISBN-13 9781800560567
Length 296 pages
Edition 1st Edition
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Authors (2):
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Hammad Arif Hammad Arif
Author Profile Icon Hammad Arif
Hammad Arif
Habib Qureshi Habib Qureshi
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Habib Qureshi
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Table of Contents (13) Chapters Close

Preface 1. Section 1: Features and Capabilities
2. Chapter 1: Introducing .NET 5 Features and Capabilities FREE CHAPTER 3. Chapter 2: What's New in C# 9? 4. Section 2: Design and Architecture
5. Chapter 3: Design and Architectural Patterns 6. Chapter 4: Containerized Microservices Architecture 7. Section 3: Migration
8. Chapter 5: Upgrading Existing .NET Apps to .NET 5 9. Chapter 6: Upgrading On-Premises Applications to the Cloud with .NET 5 10. Section 4: Bonus
11. Chapter 7: Integrating Machine Learning in .NET 5 12. Other Books You May Enjoy

Machine learning explained for .NET developers

If you are new to the ML world, you are the intended audience of this section. As developers, we are usually keen to learn by completing a practical exercise. The machine learning knowledge domain is significantly broad, and it would help to get a basic understanding of some of its commonly cited concepts before we start writing code. I promise to keep it brief and relevant to the exercises that we are going to follow later in this chapter.

Let's start by understanding the most common ML terminology.

Understanding the jargon

In the ML world, some of the terms are the same as those used in the software development world, but they have a completely different meaning. For example, did you know that models in the ML world are not the same as the C# classes that are used to define object properties? Then, there are other ML terms that would be fairly unknown to software developers. Let's take a look at some ML jargon as...

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