Practical Machine Learning with Rust
eBook Details:
- Paperback: 354 pages
- Publisher: WOW! eBook; 1st edition (December 11, 2019)
- Language: English
- ISBN-10: 1484251202
- ISBN-13: 978-1484251201
eBook Description:
Practical Machine Learning with Rust: Creating Intelligent Applications in Rust: The first book on Rust for machine learning: Covers Rust 2018
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.
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
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.