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Applied Data Analytics - Principles and Applications, Johnson I. Agbinya


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Цена: 99010.00T
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Склад Америка: 163 шт.  
При оформлении заказа до: 2025-07-28
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Автор: Johnson I. Agbinya
Название:  Applied Data Analytics - Principles and Applications
ISBN: 9788770220965
Издательство: Taylor&Francis
Классификация:


ISBN-10: 8770220964
Обложка/Формат: Hardback
Страницы: 300
Вес: 0.69 кг.
Дата издания: 30.05.2020
Серия: River publishers series in signal, image and speech processing
Язык: English
Размер: 127 x 240 x 20
Читательская аудитория: Professional & vocational
Ключевые слова: Data analysis: general,Information technology: general issues,Neural networks & fuzzy systems, COMPUTERS / Data Processing,COMPUTERS / Neural Networks
Подзаголовок: Principles and applications
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Поставляется из: Европейский союз
Описание: The emergence of huge amounts of data which require analysis and in some cases real-time processing has forced exploration into fast algorithms for handling very lage data sizes. Analysis of x-ray images in medical applications, cyber security data, crime data, telecommunications and stock market data, health records and business analytics data are but a few areas of interest. Applications and platforms including R, RapidMiner and Weka provide the basis for analysis, often used by practitioners who pay little to no attention to the underlying mathematics and processes impacting the data. This often leads to an inability to explain results or correct mistakes, or to spot errors.

Applied Data Analytics - Principles and Applications seeks to bridge this missing gap by providing some of the most sought after techniques in big data analytics. Establishing strong foundations in these topics provides practical ease when big data analyses are undertaken using the widely available open source and commercially orientated computation platforms, languages and visualisation systems. The book, when combined with such platforms, provides a complete set of tools required to handle big data and can lead to fast implementations and applications.

The book contains a mixture of machine learning foundations, deep learning, artificial intelligence, statistics and evolutionary learning mathematics written from the usage point of view with rich explanations on what the concepts mean. The author has thus avoided the complexities often associated with these concepts when found in research papers. The tutorial nature of the book and the applications provided are some of the reasons why the book is suitable for undergraduate, postgraduate and big data analytics enthusiasts.

This text should ease the fear of mathematics often associated with practical data analytics and support rapid applications in artificial intelligence, environmental sensor data modelling and analysis, health informatics, business data analytics, data from Internet of Things and deep learning applications.


Preventing Workplace Incidents in Construction: Data Mining and Analytics Applications

Автор: Imriyas Kamardeen
Название: Preventing Workplace Incidents in Construction: Data Mining and Analytics Applications
ISBN: 1138087459 ISBN-13(EAN): 9781138087453
Издательство: Taylor&Francis
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Цена: 163330.00 T
Наличие на складе: Поставка под заказ.
Описание: This book aims to apply data mining and analytic techniques to past workplace accident data to discover patterns that facilitate the development of innovative models and strategies.

Big Data Analytics: Methods and Applications

Автор: Jovan Pehcevski
Название: Big Data Analytics: Methods and Applications
ISBN: 1773615041 ISBN-13(EAN): 9781773615042
Издательство: Mare Nostrum (Eurospan)
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Цена: 164470.00 T
Наличие на складе: Невозможна поставка.
Описание: Examines various big data modelling and analytics approaches, infrastructure and security issues in the analysis of big data, and applications of big data in business, finance and management. The book provides an understanding of the applications of big data analytics along with its opportunities and challenges.

Advancements in Instrumentation and Control in Applied System Applications

Автор: Srijan Bhattacharya
Название: Advancements in Instrumentation and Control in Applied System Applications
ISBN: 1799825876 ISBN-13(EAN): 9781799825876
Издательство: Mare Nostrum (Eurospan)
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Цена: 152460.00 T
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Описание: As technology continues to advance in today's global market, practitioners are targeting systems with significant levels of applicability and variance. Instrumentation is a multidisciplinary subject that provides a wide range of usage in several professional fields, specifically engineering. Instrumentation plays a key role in numerous daily processes and has seen substantial advancement in recent years. It is of utmost importance for engineering professionals to understand the modern developments of instruments and how they affect everyday life.

Advancements in Instrumentation and Control in Applied System Applications is a collection of innovative research on the methods and implementations of instrumentation in real-world practices including communication, transportation, and biomedical systems. While highlighting topics including smart sensor design, medical image processing, and atrial fibrillation, this book is ideally designed for researchers, software engineers, technologists, developers, scientists, designers, IT professionals, academicians, and post-graduate students seeking current research on recent developments within instrumentation systems and their applicability in daily life.

Advancements in Instrumentation and Control in Applied System Applications

Автор: Srijan Bhattacharya
Название: Advancements in Instrumentation and Control in Applied System Applications
ISBN: 1799825841 ISBN-13(EAN): 9781799825845
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 201430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: As technology continues to advance in today's global market, practitioners are targeting systems with significant levels of applicability and variance. Instrumentation is a multidisciplinary subject that provides a wide range of usage in several professional fields, specifically engineering. Instrumentation plays a key role in numerous daily processes and has seen substantial advancement in recent years. It is of utmost importance for engineering professionals to understand the modern developments of instruments and how they affect everyday life.

Advancements in Instrumentation and Control in Applied System Applications is a collection of innovative research on the methods and implementations of instrumentation in real-world practices including communication, transportation, and biomedical systems. While highlighting topics including smart sensor design, medical image processing, and atrial fibrillation, this book is ideally designed for researchers, software engineers, technologists, developers, scientists, designers, IT professionals, academicians, and post-graduate students seeking current research on recent developments within instrumentation systems and their applicability in daily life.

Cognitive Social Mining Applications in Data Analytics and Forensics

Автор: Anandakumar Haldorai, Arulmurugan Ramu
Название: Cognitive Social Mining Applications in Data Analytics and Forensics
ISBN: 1522575227 ISBN-13(EAN): 9781522575221
Издательство: Mare Nostrum (Eurospan)
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Цена: 189420.00 T
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Описание: Recently, there has been a rapid increase in interest regarding social network analysis in the data mining community. Cognitive radios are expected to play a major role in meeting this exploding traffic demand on social networks due to their ability to sense the environment, analyze outdoor parameters, and then make decisions for dynamic time, frequency, space, resource allocation, and management to improve the utilization of mining the social data.Cognitive Social Mining Applications in Data Analytics and Forensics is an essential reference source that reviews cognitive radio concepts and examines their applications to social mining using a machine learning approach so that an adaptive and intelligent mining is achieved. Featuring research on topics such as data mining, real-time ubiquitous social mining services, and cognitive computing, this book is ideally designed for social network analysts, researchers, academicians, and industry professionals.

Practical Applications of HR Analytics: A Step-by-Step Guide

Автор: Pratyush Banerjee, Jatin Pandey, Manish Gupta
Название: Practical Applications of HR Analytics: A Step-by-Step Guide
ISBN: 9353282969 ISBN-13(EAN): 9789353282967
Издательство: Sage Publications
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Цена: 31680.00 T
Наличие на складе: Невозможна поставка.
Описание: A comprehensive introduction to the know-how of HR analytics and its role in optimizing HR decision-making and driving organizational performance. In today’s technology-driven world, HR analytics is pivotal to measure, express and take focused HR decisions. Practical Applications of HR Analytics equips readers with the required tools and techniques to effectively identify, capture and utilize the vast amount of available data in making better informed business decisions. The text is lucid and packed with practical illustrative examples, hands-on exercises and datasets. It is an invaluable resource for management students and HR professionals who want to translate the benefits of HR analytics into practice, thus paving the way for evidence-based human resource management. Key Features: • Practical understanding of a range of open-source statistical GUI software.  • Focus on both descriptive and predictive analytics in HR.  • Chapter opening vignettes, industry examples and real-world case studies on application of HR analytics in organizations.  • Supplementary exercises and soft copy of datasets provided on Google Drive Link to facilitate hands-on training. 

Designs and Applied Principles of Artificial Neural Networks

Автор: Rogerson Jeremy
Название: Designs and Applied Principles of Artificial Neural Networks
ISBN: 163240138X ISBN-13(EAN): 9781632401380
Издательство: Неизвестно
Цена: 128690.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.

Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner

Автор: Galit Shmueli, Peter C. Bruce, Nitin R. Patel
Название: Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
ISBN: 1118729277 ISBN-13(EAN): 9781118729274
Издательство: Wiley
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Цена: 118270.00 T
Наличие на складе: Поставка под заказ.
Описание: Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.

Challenges and Applications of Data Analytics in Social Perspectives

Автор: V. Sathiyamoorthi, Atilla Elci
Название: Challenges and Applications of Data Analytics in Social Perspectives
ISBN: 1799825663 ISBN-13(EAN): 9781799825661
Издательство: Mare Nostrum (Eurospan)
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Цена: 219910.00 T
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Описание: Provides innovative insights into the prevailing challenges in data analytics and its application on social media and focuses on various machine learning and deep learning techniques in improving practice and research. Topics examined include collaborative filtering, data visualization, and edge computing.

Data Clustering: Theory, Algorithms, and Applications

Автор: Guojun Gan
Название: Data Clustering: Theory, Algorithms, and Applications
ISBN: 0898716233 ISBN-13(EAN): 9780898716238
Издательство: Mare Nostrum (Eurospan)
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Цена: 112860.00 T
Наличие на складе: Невозможна поставка.
Описание: Cluster analysis is an unsupervised process that divides a set of objects into homogeneous groups. This book starts with basic information on cluster analysis, including the classification of data and the corresponding similarity measures, followed by the presentation of over 50 clustering algorithms in groups according to some specific baseline methodologies such as hierarchical, centre-based, and search-based methods. As a result, readers and users can easily identify an appropriate algorithm for their applications and compare novel ideas with existing results. The book also provides examples of clustering applications to illustrate the advantages and shortcomings of different clustering architectures and algorithms. Application areas include pattern recognition, artificial intelligence, information technology, image processing, biology, psychology, and marketing. Suitable as a textbook for an introductory course in cluster analysis or as source material for a graduate-level introduction to data mining.

Data mining with decision trees: theory and applications

Название: Data mining with decision trees: theory and applications
ISBN: 9812771719 ISBN-13(EAN): 9789812771711
Издательство: World Scientific Publishing
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Цена: 116160.00 T
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Описание: Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining, the science and technology of exploring large and complex bodies of data in order to discover useful patterns. Dedicated to the field of decision trees in data mining, this book covers various aspects of this technique.

Data Analytics Applications in Gaming and Entertainment

Автор: Gunter Wallner
Название: Data Analytics Applications in Gaming and Entertainment
ISBN: 1138104434 ISBN-13(EAN): 9781138104433
Издательство: Taylor&Francis
Рейтинг:
Цена: 107190.00 T
Наличие на складе: Поставка под заказ.
Описание: Over the last decade big data and data mining has received growing interest and importance in game production to process and draw actionable insights from large volumes of player-related data in order to inform game design, to ensure customer satisfaction, to maximize revenues, and to drive technical innovation.


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