Principles of Data Mining - Max Bramer

Principles of Data Mining

By Max Bramer

  • Release Date - Published: 2016-11-09
  • Book Genre: System Administration
  • Author: Max Bramer
Our rating: 5/5 stars

Score: (From 0 Ratings)

Principles of Data Mining Max Bramer read online review & book description:

This book explains and explores the principal techniques of Data Mining, the automatic extraction of implicit and potentially useful information from data, which is increasingly used in commercial, scientific and other application areas. It focuses on classification, association rule mining and clustering.

Each topic is clearly explained, with a focus on algorithms not mathematical formalism, and is illustrated by detailed worked examples. The book is written for readers without a strong background in mathematics or statistics and any formulae used are explained in detail.

It can be used as a textbook to support courses at undergraduate or postgraduate levels in a wide range of subjects including Computer Science, Business Studies, Marketing, Artificial Intelligence, Bioinformatics and Forensic Science.

As an aid to self study, this book aims to help general readers develop the necessary understanding of what is inside the 'black box' so they can use commercial data mining packages discriminatingly, as well as enabling advanced readers or academic researchers to understand or contribute to future technical advances in the field.

Each chapter has practical exercises to enable readers to check their progress. A full glossary of technical terms used is included.

This expanded third edition includes detailed descriptions of algorithms for classifying streaming data, both stationary data, where the underlying model is fixed, and data that is time-dependent, where the underlying model changes from time to time - a phenomenon known as concept drift.

@2019 – Go Read a Book. All Right Reserved. goreadabook.org is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for website owners, to earn advertising fees by linking and advertising to amazon.com and any other website that may be affiliated with Amazon Service LLC Associates Program; As an Amazon Associate I earn from qualifying purchases.

Principles of Data Mining book review Principles of Data Mining ePUB; Max Bramer; System Administration books.

Post a review about this book