(Ebook) Data Mining with Python: Theory, Application, and Case Studies by Di Wu ISBN 9781032612645, 9781032598901, 1032598905, 1032612649

(Ebook) Data Mining with Python: Theory, Application, and Case Studies by Di Wu ISBN 9781032612645, 9781032598901, 1032598905, 1032612649

The contents are organized based on the Data Mining pipeline, so readers can naturally progress step by step through the process. Topics, methods, and tools are explained in three aspects: “What it is” as a theoretical background, “why we need it” as an application orientation, and “how we do it” as a case study.

This book is designed to give students, data scientists, and business analysts an understanding of Data Mining concepts in an applicable way. Through interactive tutorials that can be run, modified, and used for a more comprehensive learning experience, this book will help its readers to gain practical skills to implement Data Mining techniques in their work.