Principles of Data Mining
Max Bramer
Reading Time
at 250 WPM8h 46m
The average reader, reading at a speed of 250 WPM, would take 8h 46m to read Principles of Data Mining.
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18
days at 30 min/day
526
total minutes
Principles of Data Mining
by Max Bramer
Published
2016
Publisher
Springer
Pages
526
ISBN-13
9781447173069
Description
Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas.Principles of Data Mining explains and explores the principal techniques of Data Mining: for classification, association rule mining and clustering. Each topic is clearly explained and illustrated by detailed worked examples, with a focus on algorithms rather than mathematical formalism. It is written for readers without a strong background in mathematics or statistics, and any formulae used are explained in detail.This second edition has been expanded to include additional chapters on using frequent pattern trees for Association Rule Mining, comparing classifiers, ensemble classification and dealing with very large volumes of data.Principles of Data Mining 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.Suitable 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.
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Frequently Asked Questions
How many pages are in Principles of Data Mining?
This edition of Principles of Data Mining has approximately 526 pages. Please note, this is an estimate and the exact page count can vary between hardcover, paperback, and e-book versions.
How long does it take to read Principles of Data Mining?
For most readers, Principles of Data Mining typically takes between 10h 58m and 7h 18m to complete. This is based on the book's length of approximately 131,500 words and common reading speeds.
Here's a detailed breakdown: • Continuous reading at 250 WPM: approximately 8h 46m of focused reading • Casual reading (30 minutes/day): you could finish in roughly 18 days • Estimated word count: 131,500 words
Your individual reading time will vary based on your personal reading pace, the amount of daily reading time, and your familiarity with the subject matter.
What is the word count of Principles of Data Mining?
The estimated word count for Principles of Data Mining is approximately 131,500 words. This figure is calculated using industry-standard methods that consider genre-specific word density patterns, typical formatting and layout characteristics, and standard words-per-page ratios for published books.
This is an approximation — actual word count may vary based on font size, formatting, edition, and the presence of illustrations or charts.
Who is the author of Principles of Data Mining?
Principles of Data Mining was written by Max Bramer.
When was Principles of Data Mining published?
The publication date for this specific edition is 2016. The original work may have been published on a different date.