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ML.NET Revealed Sudipta Mukherjee

ML.NET Revealed By Sudipta Mukherjee

ML.NET Revealed by Sudipta Mukherjee


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Summary

Beginning user level

ML.NET Revealed Summary

ML.NET Revealed: Simple Tools for Applying Machine Learning to Your Applications by Sudipta Mukherjee


Get introduced to ML.NET, a new open source, cross-platform machine learning framework from Microsoft that is intended to democratize machine learning and enable as many developers as possible.
Dive in to learn how ML.NET is designed to encapsulate complex algorithms, making it easy to consume them in many application settings without having to think about the internal details. You will learn about the features that do the necessary plumbing that is required in a variety of machine learning problems, freeing up your time to focus on your applications. You will understand that while the infrastructure pieces may at first appear to be disconnected and haphazard, they are not.
Developers who are curious about trying machine learning, yet are shying away from it due to its perceived complexity, will benefit from this book. This introductory guide will help you make sense of it all and inspire you to try out scenarios and code samples that can be used in many real-world situations.


What You Will Learn
  • Create a machine learning model using only the C# language
  • Build confidence in your understanding of machine learning algorithms
  • Painlessly implement algorithms
  • Begin using the ML.NET library software
  • Recognize the many opportunities to utilize ML.NET to your advantage
  • Apply and reuse code samples from the book
  • Utilize the bonus algorithm selection quick references available online



Who This Book Is For
Developers who want to learn how to use and apply machine learning to enrich their applications

About Sudipta Mukherjee

Sudipta Mukherjee is an electronics engineer by education and a computer scientist by profession. He holds a degree in electronics and communication engineering. He is passionate about data structure, algorithms, text processing, natural language processing tools development, programming languages, and machine learning. He is the author of several technical books. He has presented at @FuConf and other developer events, and he lives in Bangalore with his wife and son.

Table of Contents

Chapter 01: Meet ML.NET Chapter 02: The PipelineChapter 03: Handling Data Chapter 04: Regressions Chapter 05: Classifications Chapter 06: ClusteringChapter 07: Sentiment AnalysisChapter 08: Product RecommendationChapter 09: Anomaly DetectionChapter 10: Object Detection

Additional information

NLS9781484265420
9781484265420
1484265424
ML.NET Revealed: Simple Tools for Applying Machine Learning to Your Applications by Sudipta Mukherjee
New
Paperback
APress
2020-12-18
174
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a new book - be the first to read this copy. With untouched pages and a perfect binding, your brand new copy is ready to be opened for the first time

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