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Practical Machine Learning with Rust, Joydeep Bhattacharjee


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Цена: 7685.00р.
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Автор: Joydeep Bhattacharjee
Название:  Practical Machine Learning with Rust
ISBN: 9781484251201
Издательство: Springer
Классификация:


ISBN-10: 1484251202
Обложка/Формат: Soft cover
Страницы: 354
Вес: 0.57 кг.
Дата издания: 2020
Язык: English
Издание: 1st ed.
Иллюстрации: 25 illustrations, color; 2 illustrations, black and white; ix, 218 p. 27 illus., 25 illus. in color.
Размер: 234 x 156 x 20
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Creating Intelligent Applications in Rust
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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 LearnWrite machine learning algorithms in RustUse Rust libraries for different tasks in machine learningCreate concise Rust packages for your machine learning applicationsImplement NLP and computer vision in RustDeploy 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.
Дополнительное описание: 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: Depl



Practical Machine Learning with H2O

Автор: Darren Cook
Название: Practical Machine Learning with H2O
ISBN: 149196460X ISBN-13(EAN): 9781491964606
Издательство: Wiley
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Цена: 6334.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.

Beginning Rust: From Novice to Professional

Автор: Milanesi Carlo
Название: Beginning Rust: From Novice to Professional
ISBN: 1484234677 ISBN-13(EAN): 9781484234679
Издательство: Springer
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Цена: 5309.00 р.
Наличие на складе: Поставка под заказ.

Описание: The 2018 Moleskine Black TPU Elastic iPhone 10 hard case is a bright, lightweight case inspired by the design of the Classic Notebook. Rounded corners, distinctive elastic band graphic and monogram connect your iPhone to an analogue world of paper inspiration, while a coordinated softtouch edge provides a naturally tactile grip. Each transparent case includes an XS Volant Journal to note down ideas on the move, and the legendary history of Moleskine.

Rust Standard Library Cookbook

Автор: Nils Ferner Jan, Durante Daniel
Название: Rust Standard Library Cookbook
ISBN: 1788623924 ISBN-13(EAN): 9781788623926
Издательство: Неизвестно
Цена: 8525.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Mozilla`s Rust is gaining much attention with amazing features and a powerful library. This book will take you through varied recipes to teach you how to leverage the Standard library to implement effective solutions.

Hands-On Data Structures and Algorithms with Rust

Автор: Matzinger Claus
Название: Hands-On Data Structures and Algorithms with Rust
ISBN: 178899552X ISBN-13(EAN): 9781788995528
Издательство: Неизвестно
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Цена: 8091.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Hands-On Data Structures and Algorithms with Rust will help you in upgrading your earlier knowledge of Rust so that you shift to a confident developer by implementing the algorithms in a practical environment. This would be an essential reference guide for end-user/reader to understand the fundamental techniques of Rust. This guide will cover ...

Mastering Rust -Second Edition

Автор: Sharma Rahu, Kaihlavirta Vesa
Название: Mastering Rust -Second Edition
ISBN: 1789346576 ISBN-13(EAN): 9781789346572
Издательство: Неизвестно
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Цена: 10114.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Mastering Rust, Second Edition covers a comprehensive list of topics that will help you gain deeper insights into the language. It will allow you how to create high performing applications effortlessly.

Data Mining and Data Warehousing: Principles and Practical Techniques

Автор: Parteek Bhatia
Название: Data Mining and Data Warehousing: Principles and Practical Techniques
ISBN: 1108727743 ISBN-13(EAN): 9781108727747
Издательство: Cambridge Academ
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Цена: 10771.00 р.
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Описание: This textbook gives an in-depth discussion of basic principles and practical techniques of data mining and data warehousing. Theoretical concepts are discussed in detail with the help of practical examples. It covers data mining tools and language such as Weka and R language.

Practical machine learning and image processing

Автор: Singh, Himanshu
Название: Practical machine learning and image processing
ISBN: 1484241487 ISBN-13(EAN): 9781484241486
Издательство: Springer
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Цена: 8384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing.
The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools.
All the concepts in Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application.
What You Will Learn
Discover image-processing algorithms and their applications using PythonExplore image processing using the OpenCV libraryUse TensorFlow, scikit-learn, NumPy, and other librariesWork with machine learning and deep learning algorithms for image processingApply image-processing techniques to five real-time projects
Who This Book Is For
Data scientists and software developers interested in image processing and computer vision.
Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.

Автор: Witten, Ian H.
Название: Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.
ISBN: 0128042915 ISBN-13(EAN): 9780128042915
Издательство: Elsevier Science
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Цена: 9262.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.

Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.

Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.

It contains

  • Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
  • Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
  • Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.

  • Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
  • Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
  • Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
  • Includes open-access online courses that introduce practical applications of the material in the book
Hands-On Functional Programming in Rust

Автор: Johnson Andrew
Название: Hands-On Functional Programming in Rust
ISBN: 1788839358 ISBN-13(EAN): 9781788839358
Издательство: Неизвестно
Цена: 9010.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Functional programming allows developers to divide programs into smaller, reusable components that ease the creation and maintenance of software as a whole. Combining power of Rust, you can develop robust applications that fulfill modern day software requirements. This book will help you discover Rust features to build software in a functional way.

Hands-On Concurrency with Rust

Автор: Troutwine Brian L.
Название: Hands-On Concurrency with Rust
ISBN: 1788399978 ISBN-13(EAN): 9781788399975
Издательство: Неизвестно
Цена: 9010.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Writing safe and correct parallel programs is tough. Reasoning about concurrent memory modification is tough; efficiently exploiting the modern computing environment (with its multi-layered caches and deep execution pipelines) is also tough. Most systems programming languages add a further complication: unsafe memory access. The burden on you, ...

Learning Rust

Автор: Kaihlavirta Vesa, Johnson Paul
Название: Learning Rust
ISBN: 1785884301 ISBN-13(EAN): 9781785884306
Издательство: Неизвестно
Цена: 9010.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Rust is a highly concurrent and high performance language that focuses on safety and speed, memory management, and writing clean code. It also guarantees thread safety, and its aim is to improve the performance of existing applications. Learning Rust will teach you to build concurrent, fast, and robust applications. From learning the basic synta...

Python machine learning -

Автор: Raschka, Sebastian Mirjalili, Vahid
Название: Python machine learning -
ISBN: 1787125939 ISBN-13(EAN): 9781787125933
Издательство: Неизвестно
Цена: 8091.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This second edition of Python Machine Learning by Sebastian Raschka is for developers and data scientists looking for a practical approach to machine learning and deep learning. In this updated edition, you`ll explore the machine learning process using Python and the latest open source technologies, including scikit-learn and TensorFlow 1.x.


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