Practical Machine Learning with Rust

Creating Intelligent Applications in Rust

Authors: Bhattacharjee, Joydeep

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  • The first book on Rust for machine learning
  • Covers the basics to full-blown applications 
  • Provides insights into challenges when working with the existing ecosystem 
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Buy this book

eBook 22,99 €
price for China (P.R.) (gross)
  • ISBN 978-1-4842-5121-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts from 10 eBooks
Softcover 27,99 €
price for China (P.R.) (gross)
About this book

Explore machine learning in Rust and learn about the intricacies of creating machine learning applications. This book begins by covering the important concepts of machine learning such as supervised, unsupervised, and reinforcement learning, and the basics of Rust. Further, you’ll dive into the more specific fields of machine learning, such as computer vision and natural language processing, and look at the Rust libraries that help create applications for those domains. We will also look at how to deploy these applications either on site or over the cloud.

After reading Practical Machine Learning with Rust, you will have a solid understanding of creating high computation libraries using Rust. Armed with the knowledge of this amazing language, you will be able to create applications that are more performant, memory safe, and less resource heavy.

 

What You Will Learn

  • Write machine learning algorithms in Rust
  • Use Rust libraries for different tasks in machine learning
  • Create concise Rust packages for your machine learning applications
  • Implement NLP and computer vision in Rust
  • Deploy your code in the cloud and on bare metal servers

 

Who This Book Is For 

Machine learning engineers and software engineers interested in building machine learning applications in Rust.



About the authors

Joydeep Bhattacharjee is a machine learning engineer. He likes creating software tools and processes with a focus on clean code. He is a huge believer in tech and the ability of tech to move the world forward. His expertise includes data exploration, statistical modeling, machine learning algorithms, and data visualization. His is currently working at Nineleaps as a principal engineer.

Table of contents (8 chapters)

Table of contents (8 chapters)
  • Basics of Rust

    Pages 1-30

    Bhattacharjee, Joydeep

  • Supervised Learning

    Pages 31-105

    Bhattacharjee, Joydeep

  • Unsupervised and Reinforcement Learning

    Pages 107-139

    Bhattacharjee, Joydeep

  • Working with Data

    Pages 141-186

    Bhattacharjee, Joydeep

  • Natural Language Processing

    Pages 187-227

    Bhattacharjee, Joydeep

Buy this book

eBook 22,99 €
price for China (P.R.) (gross)
  • ISBN 978-1-4842-5121-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts from 10 eBooks
Softcover 27,99 €
price for China (P.R.) (gross)

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Bibliographic Information

Bibliographic Information
Book Title
Practical Machine Learning with Rust
Book Subtitle
Creating Intelligent Applications in Rust
Authors
Copyright
2020
Publisher
Apress
Copyright Holder
Joydeep Bhattacharjee
Distribution Rights
Standard Apress distribution
eBook ISBN
978-1-4842-5121-8
DOI
10.1007/978-1-4842-5121-8
Softcover ISBN
978-1-4842-5120-1
Edition Number
1
Number of Pages
XV, 354
Number of Illustrations
28 b/w illustrations
Topics