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Machine Learning Applications: Emerging Trends, Rik Das, Siddhartha Bhattacharyya, Sudarshan Nandy


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Автор: Rik Das, Siddhartha Bhattacharyya, Sudarshan Nandy
Название:  Machine Learning Applications: Emerging Trends
ISBN: 9783110608663
Издательство: Walter de Gruyter
Классификация: ISBN-10: 3110608669
Обложка/Формат: Ebook
Страницы: 153
Вес: 0.00 кг.
Дата издания: 20.04.2020
Серия: Computing & IT
Язык: English
Читательская аудитория: Professional and scholarly
Ключевые слова: Algorithms & data structures,Artificial intelligence,Computer networking & communications, COMPUTERS / Computer Vision & Pattern Recognition,COMPUTERS / Information Technology,COMPUTERS / Intelligence (AI) & Semantics,COMPUTERS / Neural Networks,COMPUTERS
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Поставляется из: Германии
Описание:

The publication is attempted to address emerging trends in machine learning applications. Recent trends in information identification have identified huge scope in applying machine learning techniques for gaining meaningful insights. Random growth of unstructured data poses new research challenges to handle this huge source of information. Efficient designing of machine learning techniques is the need of the hour. Recent literature in machine learning has emphasized on single technique of information identification. Huge scope exists in developing hybrid machine learning models with reduced computational complexity for enhanced accuracy of information identification. This book will focus on techniques to reduce feature dimension for designing light weight techniques for real time identification and decision fusion. Key Findings of the book will be the use of machine learning in daily lives and the applications of it to improve livelihood. However, it will not be able to cover the entire domain in machine learning in its limited scope. This book is going to benefit the research scholars, entrepreneurs and interdisciplinary approaches to find new ways of applications in machine learning and thus will have novel research contributions. The lightweight techniques can be well used in real time which will add value to practice.




Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

Автор: Martin Kleppmann
Название: Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
ISBN: 1449373321 ISBN-13(EAN): 9781449373320
Издательство: Wiley
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Цена: 7602.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data.

Dental Materials: Foundations and Applications, 11 ed.

Автор: J.M. Powers
Название: Dental Materials: Foundations and Applications, 11 ed.
ISBN: 0323316379 ISBN-13(EAN): 9780323316378
Издательство: Elsevier Science
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Цена: 12294.00 р.
Наличие на складе: Поставка под заказ.

Описание: Get an in-depth understanding of the dental materials and tasks that dental professionals encounter every day with Dental Materials: Foundations and Applications, 11th Edition. Trusted for nearly 40 years, Powers and Wataha's text walks readers through the nature, categories, and uses of clinical and laboratory dental materials in use today. Increased coverage of foundational basics and clinical applications and an expanded art program help make complex content easier to grasp.

If you're looking to effectively stay on top of the rapidly developing field of dental materials, look no further than this proven text. Comprehensive and cutting-edge content describes the latest materials commonly used in dental practice, including those in esthetics, ceramics, dental implants, and impressions. Approximately 500 illustrations and photographs make it easier to understand properties and differences in both materials and specific types of products.

Review questions provide an excellent study tool with 20 to 30 self-test questions in each chapter. Quick Review boxes summarize the material in each chapter. Note boxes highlight key points and important terminology throughout the text.

Key terms are bolded at their initial mention in the text and defined in the glossary. Expert authors are well recognized in the fields of dental materials, oral biomaterials, and restorative dentistry. A logical and consistent format sets up a solid foundation before progressing into discussions of specific materials, moving from the more common and simple applications such as composites to more specialized areas such as polymers and dental implants.

Learning objectives in each chapter focus readers' attention on essential information. Supplemental readings in each chapter cite texts and journal articles for further research and study. Conversion Factors on the inside back cover provides a list of common metric conversions.

NEW! Foundations and Applications subtitle emphasizes material basics and clinical applications to mirror the educational emphasis. NEW! More clinical photos and conceptual illustrations help bring often-complex material into context and facilitate comprehension.

The FORCE Companion: Quick Tips and Tricks

Автор: Mike Mattesi, Swendly Benilia
Название: The FORCE Companion: Quick Tips and Tricks
ISBN: 1138341746 ISBN-13(EAN): 9781138341746
Издательство: Taylor&Francis
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Цена: 5970.00 р.
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Описание: Swendly Benilia shares with us simple and tangible tips and tricks to understanding and drawing FORCE across hundreds of drawings full of dynamism and energy! This book is an excellent companion to the FORCE brand as it delivers hundreds of FORCE drawings with succinct notations, approved by Mike Mattesi, about improving your FORCE drawing skills.

Elementary Linear Algebra: Applications Version,12th Edition

Автор: Howard Anton
Название: Elementary Linear Algebra: Applications Version,12th Edition
ISBN: 1119666147 ISBN-13(EAN): 9781119666141
Издательство: Wiley
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Цена: 8552.00 р.
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Описание: This volume examines the archaeology of precolonial West African societies in the era of the trans-Atlantic slave trade. Using both historical and archaeological tools, this collection of essays sheds light on how involvement in the commercial revolutions of the early modern period dramatically reshaped the regional contours of political organization across West Africa.

Dreams Come to Life (Bendy and the Ink Machine, Book 1)

Автор: Kress Adrienne
Название: Dreams Come to Life (Bendy and the Ink Machine, Book 1)
ISBN: 1338343947 ISBN-13(EAN): 9781338343946
Издательство: Scholastic
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Цена: 1527.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The official spine-tingling prequel novel based on the hit horrorvideo game, Bendy and the Ink Machine!

Fundamental Neuroscience for Basic and Clinical Applications

Автор: Haines Duane E.
Название: Fundamental Neuroscience for Basic and Clinical Applications
ISBN: 0323396321 ISBN-13(EAN): 9780323396325
Издательство: Elsevier Science
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Цена: 12968.00 р.
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Описание:

Using a rigorous yet clinically-focused approach, Fundamental Neuroscience for Basic and Clinical Applications, 5th Edition, covers the fundamental neuroscience information needed for coursework, exams, and beyond. It integrates neuroanatomy, pharmacology, and physiology, and offers a full section devoted to systems neurobiology, helping you comprehend and retain the complex material you need to know.

  • Highlights clinical content in blue throughout the text, helping you focus on what you need to know in the clinical environment.
  • Presents thoroughly updated information in every chapter, with an emphasis on new clinical thinking as related to the brain and systems neurobiology.
  • Features hundreds of correlated state-of-the-art imaging examples, anatomical diagrams, and histology photos - nearly half are new or improved for this edition.
  • Pays special attention to the correct use of clinical and anatomical terminology, and provides new clinical text and clinical-anatomical correlations.
Game Engine Architecture 3E

Автор: Gregory
Название: Game Engine Architecture 3E
ISBN: 1138035459 ISBN-13(EAN): 9781138035454
Издательство: Taylor&Francis
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Цена: 12707.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: New to this edition: update the section on game console HW, extend the rendering chapter, include a section on 2D GUI, new chapter on multiplayer networking, more coverage of the Unity game engine.

Linear Algebra and Its Applications, 4th Edition

Автор: Gilbert Strang
Название: Linear Algebra and Its Applications, 4th Edition
ISBN: 0030105676 ISBN-13(EAN): 9780030105678
Издательство: Cengage Learning
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Цена: 18174.00 р.
Наличие на складе: Нет в наличии.

Описание: Demonstrates that linear algebra is a fascinating subject by showing both its beauty and value. This book explains concepts, rather than deduces.

Machine Learning

Автор: Kevin Murphy
Название: Machine Learning
ISBN: 0262018020 ISBN-13(EAN): 9780262018029
Издательство: MIT Press
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Цена: 18622.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package -- PMTK (probabilistic modeling toolkit) -- that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Foundations of cryptography: volume 2, basic applications

Автор: Goldreich, Oded
Название: Foundations of cryptography: volume 2, basic applications
ISBN: 052111991X ISBN-13(EAN): 9780521119917
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: Building on the basic tools presented in the first volume, this second volume of Foundations of Cryptography contains a rigorous and systematic treatment of three basic applications: Encryption, Signatures, and General Cryptographic Protocols. It is suitable for use in a graduate course on cryptography and as a reference book for experts.

Joey Drew Studios Employee Handbook (Bendy and the Ink Machine)

Автор: Scholastic
Название: Joey Drew Studios Employee Handbook (Bendy and the Ink Machine)
ISBN: 1338343920 ISBN-13(EAN): 9781338343922
Издательство: Scholastic
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Цена: 1762.00 р.
Наличие на складе: Нет в наличии.

Описание: Bendy and the Ink Machine is a horror game that begins in the fardays of animation`s past and ends in a very dark future. Explorethe world with this creepy in-world handbook!

Handbook of research on emerging trends and applications of machine learning

Название: Handbook of research on emerging trends and applications of machine learning
ISBN: 1522596437 ISBN-13(EAN): 9781522596431
Издательство: Mare Nostrum (Eurospan)
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Цена: 50312.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Provides a high-level understanding of various machine learning algorithms along with modern tools and techniques using Artificial Intelligence. In addition, the book explores the critical role that machine learning plays in a variety of professional fields including healthcare, business, and computer science.


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