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CRC Press Data Mining: Technologies, Techniques, and Tools

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Description

Gain a comprehensive understanding of data mining with this detailed resource from CRC Press. Focusing on a data-centric perspective, this book provides an overview of data mining uses, methods, current technologies, commercial products, and future challenges. Organized into three distinct parts, the text covers the essential landscape of the field. Part I explores foundational technologies including database systems, warehousing, machine learning, visualization, and decision support. It also examines statistics, parallel processing, and architectural support for data mining. Part II transitions into practical application, covering how to prepare data, carry out mining processes, prune results, and evaluate outcomes. This book serves as a complete guide for understanding both the theoretical frameworks and the specific approaches used in modern data mining.

Key Features

CRC Press provides a complete overview of data mining uses, methods, and current technologies.

The text covers essential technologies such as database systems, warehousing, and machine learning.

Learn about data preparation, mining processes, and methods for pruning results and evaluating outcomes.

Explore technical aspects including statistics, parallel processing, and architectural support.

The book addresses commercial products and future challenges within the data mining field.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
20 December 2019
Listed Since
05 February 2007

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No barcode data available

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