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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.
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.
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
Chapter 1: Basics of Rust.
Chapter 2: Supervised learning.
Chapter 3: Unsupervised learning and Reinforcement learning
Chapter 4: Data Processing.
Chapter 5: Natural Language Processing in Rust.
Chapter 6: Computer Vision in Rust.
Chapter 7: Usage in other domains.
Chapter 8: Deploying Machine Learning Application.
| Erscheinungsjahr: | 2019 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 372 |
| Inhalt: |
xv
354 S. 28 s/w Illustr. 354 p. 28 illus. |
| ISBN-13: | 9781484251201 |
| ISBN-10: | 1484251202 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Bhattacharjee, Joydeep |
| Auflage: | 1st ed. |
| Hersteller: |
Apress
Apress L.P. |
| Maße: | 235 x 155 x 21 mm |
| Von/Mit: | Joydeep Bhattacharjee |
| Erscheinungsdatum: | 11.12.2019 |
| Gewicht: | 0,563 kg |
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
Chapter 1: Basics of Rust.
Chapter 2: Supervised learning.
Chapter 3: Unsupervised learning and Reinforcement learning
Chapter 4: Data Processing.
Chapter 5: Natural Language Processing in Rust.
Chapter 6: Computer Vision in Rust.
Chapter 7: Usage in other domains.
Chapter 8: Deploying Machine Learning Application.
| Erscheinungsjahr: | 2019 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 372 |
| Inhalt: |
xv
354 S. 28 s/w Illustr. 354 p. 28 illus. |
| ISBN-13: | 9781484251201 |
| ISBN-10: | 1484251202 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: | Bhattacharjee, Joydeep |
| Auflage: | 1st ed. |
| Hersteller: |
Apress
Apress L.P. |
| Maße: | 235 x 155 x 21 mm |
| Von/Mit: | Joydeep Bhattacharjee |
| Erscheinungsdatum: | 11.12.2019 |
| Gewicht: | 0,563 kg |
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