Seefeld K. Data Mining: Essential Concepts for Analytics

Data Analytics Curriculum, 2024. — 180 p. — ASIN: B0DCKQVNMY.Data Mining is now a critical part of society and everyday work in the age of AI. Every educated citizen needs 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.