Data Mining: Concepts and Techniques_4th Edition

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Publication details: Elsevier New Delhi 2025Edition: 4Description: 752 Item Weight ‏ : ‎ 1 kg 200 g Dimensions ‏ : ‎ 20.3 x 25.4 x 4.7 cmISBN:

978-8131267660

Subject(s):

DDC classification:

005.74 HAN

Summary: Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks.

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Holdings
Item type	Current library	Collection	Shelving location	Call number	Status	Barcode
Text Book	VAST Central Library	Computer Science and Engineering	S-22/CS	005.74 HAN (Browse shelf(Opens below))	Available	38164

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks.

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