Exploratory Data Mining and Data Cleaning (Wiley Series in Probability and Statistics) - Image 1

£90.31

Wiley Exploratory Data Mining and Data Cleaning (Wiley Series in Probability and Statistics)

Name: Exploratory Data Mining and Data Cleaning (Wiley Series in Probability and Statistics)
Brand: Wiley
Price: 100.31 GBP
Availability: InStock

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Description

Written for practitioners of data mining, data cleaning and database management. Presents a technical treatment of data quality including process, metrics, tools and algorithms. Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge. Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches. Uses case studies to illustrate applications in real life scenarios. Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques. Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining.

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Product Specifications

Brand: Wiley
Format: hardcover
ASIN: 0471268518
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 10 June 2003
Listed Since: 09 February 2007

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Wiley Exploratory Data Mining and Data Cleaning (Wiley Series in Probability and Statistics)

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