Packt+ | Advance your knowledge in tech

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Learning Hub

Conferences

Free Learning

You're reading from Hands-On Machine Learning with ML.NET Getting started with Microsoft ML.NET to implement popular machine learning algorithms in C#

Product type Paperback

Published in Mar 2020

Publisher Packt

ISBN-13 9781789801781

Length 296 pages

Edition 1st Edition

Languages

Tools

.NET Core

Concepts

Machine Learning

Author (1):

Jarred Capellman

View More author details

Table of Contents (19) Chapters

Preface

1. Section 1: Fundamentals of Machine Learning and ML.NET

2. Getting Started with Machine Learning and ML.NET FREE CHAPTER

3. Setting Up the ML.NET Environment

4. Section 2: ML.NET Models

5. Regression Model

6. Classification Model

7. Clustering Model

8. Anomaly Detection Model

9. Matrix Factorization Model

10. Section 3: Real-World Integrations with ML.NET

11. Using ML.NET with .NET Core and Forecasting

12. Using ML.NET with ASP.NET Core

13. Using ML.NET with UWP

14. Section 4: Extending ML.NET

15. Training and Building Production Models

16. Using TensorFlow with ML.NET

17. Using ONNX with ML.NET

18. Other Books You May Enjoy

Leave a review - let other readers know what you think

Section 2: ML.NET Models

This section talks about using the various trainers available in ML.NET as of version 1.1. In each chapter, a detailed deep dive into the trainer, math, and how to use it with ML.NET will be conveyed.

This section comprises the following chapters:

Chapter 3, Regression Model
Chapter 4, Classification Model
Chapter 5, Clustering Model
Chapter 6, Anomaly Detection Model
Chapter 7, Matrix Factorization Model

The rest of the chapter is locked

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (1)

Capellman

Jarred Capellman is a Director of Engineering at SparkCognition, a cutting-edge artificial intelligence company located in Austin, Texas. At SparkCognition, he leads the engineering and data science team on the industry-leading machine learning endpoint protection product, DeepArmor, combining his passion for software engineering, cybersecurity, and data science. In his free time, he enjoys contributing to GitHub daily on his various projects and is working on his DSc in cybersecurity, focusing on applying machine learning to solving network threats. He currently lives just outside of Austin, Texas, with his wife, Amy.

See other products by Capellman