Seefeld K. Data Mining. Essential Concepts for Analytics 2024

Textbook in PDF format

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