Data Mining: Essential Concepts for Analytics
- Length: 180 pages
- Edition: 1
- Language: English
- Publisher: Data Analytics Curriculum
- Publication Date: 2024-08-07
- ISBN-10: B0DCKQVNMY
Description
Data Mining is now a critical part of society and everyday work in the age of AI. It is important for every educated citizen to understand how data mining works.
This book provides a simple yet solid conceptual understanding of data mining including
• Definition and history of data mining
• Data mining process
• Dimensionality reduction
• Methods of cluster analysis
• Classification analysis techniques
• Association analysis
This book is software independent and can serve for independent study or as a text for a course in an analytics program.
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