This comprehensive edited 2-volume handbook presents a large spectrum of contributions on methodologies and applications of Big Data Analytics. In the first volume and using frameworks such as Hadoop MapReduce, Apache Spark and GPGPU programming, the authors cover methodologies including association rule mining, regression, recommender systems, text analytics, data lakes, data Cataloguing, in-memory databases, indexing approaches, data partitioning strategies, scalable search architectures, machine learning algorithms. In the second volume, the authors cover a wide range of applications including security, fraud detection, Internet & dark web data analytics, IoT & cyber physical systems, customer churn prediction, behaviour analytics, business Analytics and more.
Автор: Ravi Vadlamani, Cherukuri Aswani Kumar Название: Handbook of Big Data Analytics: Methodologies ISBN: 1839530642 ISBN-13(EAN): 9781839530647 Издательство: Неизвестно Цена: 26553.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This comprehensive edited 2-volume handbook presents a large spectrum of contributions on methodologies and applications of Big Data Analytics. In the first volume and using frameworks such as Hadoop MapReduce, Apache Spark and GPGPU programming, the authors cover methodologies including association rule mining, regression, recommender systems, text analytics, data lakes, data Cataloguing, in-memory databases, indexing approaches, data partitioning strategies, scalable search architectures, machine learning algorithms. In the second volume, the authors cover a wide range of applications including security, fraud detection, Internet & dark web data analytics, IoT & cyber physical systems, customer churn prediction, behaviour analytics, business Analytics and more.
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