(eBook PDF) Introduction to Data Mining, Global Edition 2nd Edition – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 0273769227
• ISBN-13 ‏ : ‎ 978-0273769224
• Author: Pang-Ning Tan

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.

Table 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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