Data mining for the masses | |
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Have you ever found yourself working with a spreadsheet full of data and wishing you could make more sense of the numbers? Have you reviewed sales or operations reports, wondering if there's a better way to anticipate your customers' needs? Perhaps you've even thought to yourself: there's got to be more to these figures than what I'm seeing! Data mining can help, and you don't need a Ph. D. in Computer Science to do it. You can forecast staffing levels, predict demand for inventory, even sift through millions of lines of customer emails looking for common themes--all using data mining. It's easier than you might think. In Data Mining for the Masses, professor Matt North--a former risk analyst and database developer for eBay.com--uses simple examples, clear explanations and free, powerful, easy-to-use software to teach you the basics of data mining; techniques that can help you answer some of your toughest business questions. |
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Statement of Responsibility | |
Author(s) | Matthew North - Personal Name |
Edition | |
Call Number | [TIF-LIB-48] |
Subject(s) | Data mining |
Language | English |
Publisher | Global Text Project |
Publishing Year | 2012 |
Specific Detail Info | Introduction to data mining and CRISP-DM -- Organizational understanding and data understanding -- Data preparation -- Correlation -- Association rules -- k-Means clustering -- Discriminant analysis -- Linear regression -- Logistic regression -- Decision trees -- Neural networks -- Text mining -- Evaluation and deployment -- Data mining ethics. |
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