eBooks - Science & Technology - Computers & Internet - Daniel T. Larose - Discovering Knowledge in Data: An Introduction to Data Mining
Discovering Knowledge in Data: An Introduction to Data Mining eBook
by Daniel T. Larose
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Platforms
Windows Vista / XP / 2000, Mac OS X, Sony Reader Features
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Availability:
Download Now Price: $121.55
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Discovering Knowledge in Data: An Introduction to Data Mining Summary
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Learn Data Mining by doing data mining Data mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets. Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include: * Data preprocessing and classification * Exploratory analysis * Decision trees * Neural and Kohonen networks * Hierarchical and k-means clustering * Association rules * Model evaluation techniques Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. |
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eBooks - Titles - Authors - Science & Technology - Computers & Internet - Daniel T. Larose - Discovering Knowledge in Data: An Introduction to Data Mining