Practical Machine Learning with Rust: Creating Intelligent Applications in Rust (BY DHL)

Practical Machine Learning with Rust: Creating Intelligent Applications in Rust (BY DHL)

作者: Bhattacharjee Joydeep
出版社: Apress
出版在: 2019-12-11
ISBN-13: 9781484251201
ISBN-10: 1484251202
裝訂格式: Quality Paper - also called trade paper
總頁數: 354 頁





內容描述


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.


作者介紹


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.




相關書籍

Digital Image Processing Using MATLAB, 2/e (IE-Paperback)

作者 Rafael C. Gonzalez Richard E. Woods Steven L. Eddins

2019-12-11

解析深度學習 : 語音識別實踐

作者 俞棟 鄧力

2019-12-11

Python 中文自然語言處理基礎與實戰

作者 肖剛 張良均

2019-12-11