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Introduction to Data Mining, Global Edition 2nd edition


Introduction to Data Mining, Global Edition 2nd edition

Paperback by Tan, Pang-Ning; Steinbach, Michael; Kumar, Vipin; Karpatne, Anuj

Introduction to Data Mining, Global Edition

£70.37

ISBN:
9780273769224
Publication Date:
31 May 2019
Edition/language:
2nd edition / English
Publisher:
Pearson Education Limited
Pages:
864 pages
Format:
Paperback
For delivery:
Estimated despatch 22 May 2024
Introduction to Data Mining, Global Edition

Description

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Contents

1 Introduction 2 Data 3 Classification: Basic Concepts and Techniques 4 Association Analysis: Basic Concepts and Algorithms 5 Cluster Analysis: Basic Concepts and Algorithms 6 Classification: Alternative Techniques 7 Association Analysis: Advanced Concepts 8 Cluster Analysis: Additional Issues and Algorithms 9 Anomaly Detection 10 Avoiding False Discoveries Author Index

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