Data Mining and Analysis Fundamental Concepts and Algorithms
- Textbook
This book is no longer available for digital purchase on Higher Education from Cambridge University Press.
Description
The fundamental algorithms in data mining and analysis form the basis for the emerging field of data science, which includes automated methods to analyze patterns and models for all kinds of data, with applications ranging from scientific discovery to business intelligence and analytics. This textbook for senior undergraduate and graduate data mining courses provides a broad yet in-depth overview of data mining, integrating related concepts from machine learning and statistics. The main parts of the book include exploratory data analysis,…
- Add bookmark
- Cite
- Share
Key features
- Provides a solid foundation in data mining, allowing the reader to go beyond the techniques covered in the book
- Includes broad coverage of data mining sub-areas
- Provides an algorithmic approach to data mining
- Intended for both undergraduate and graduate students, as well as researchers and practitioners
About the book
- DOI https://doi.org/10.1017/CBO9780511810114
- Editions 1st Edition
- Format: Digital
- Publication date: 28 May 2018
- ISBN: 9780511810114
Access options
Review the options below to login to check your access.
Personal login
Log in with your Cambridge Higher Education account to check access.
Purchase options
There are no purchase options available for this title.
If you believe you should have access to this content, please contact your institutional librarian or consult our FAQ page for further information about accessing our content.