Tutorial Based Primer Second Edition Chapman Hall Crc Data Mining And Knowledge Discovery Series

Data mining is the process of extracting knowledge from data. It is a rapidly growing field that has been used in a wide variety of applications, including fraud detection, customer relationship management, and medical diagnosis.

Knowledge discovery is the process of finding new and interesting patterns in data. It is a more general field than data mining, and it includes a wider range of techniques.

This book provides a comprehensive to data mining and knowledge discovery. It is written in a tutorial style, with a focus on understanding the underlying concepts and algorithms. The book includes numerous examples and exercises to help readers learn the material.

Data Mining: A Tutorial-Based Primer, Second Edition (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

by Alex Villavasso

5 out of 5

Language	:	English
File size	:	54687 KB
Screen Reader	:	Supported
Print length	:	529 pages

FREE

The book is divided into three parts:

• **Part 1: **
  • Chapter 1: to Data Mining and Knowledge Discovery
  • Chapter 2: Data Preprocessing
  • Chapter 3: Data Mining Techniques
• Part 2: Advanced Data Mining Techniques
  • Chapter 4: Classification
  • Chapter 5: Clustering
  • Chapter 6: Association Rule Mining
  • Chapter 7: Anomaly Detection
  • Chapter 8: Text Mining
• Part 3: Applications of Data Mining
  • Chapter 9: Data Mining in Business
  • Chapter 10: Data Mining in Healthcare
  • Chapter 11: Data Mining in Science

This book is intended for a broad audience of readers, including:

• Students in data mining and knowledge discovery courses
• Researchers in data mining and knowledge discovery
• Practitioners in data mining and knowledge discovery

The book has the following features:

• A tutorial style that makes it easy to understand the underlying concepts and algorithms
• Numerous examples and exercises to help readers learn the material
• Coverage of a wide range of data mining and knowledge discovery techniques
• Applications of data mining and knowledge discovery in a variety of fields

This book is a comprehensive to data mining and knowledge discovery. It is written in a tutorial style, with a focus on understanding the underlying concepts and algorithms. The book includes numerous examples and exercises to help readers learn the material. It is a valuable resource for students, researchers, and practitioners in data mining and knowledge discovery.

Data Mining: A Tutorial-Based Primer, Second Edition (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

by Alex Villavasso

5 out of 5

Language	:	English
File size	:	54687 KB
Screen Reader	:	Supported
Print length	:	529 pages

FREE