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Exploratory Data Mining and Data Cleaning

By Tamraparni Dasu, Theodore Johnson
Hardcover
$171.95
By Tamraparni Dasu, Theodore Johnson
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  • 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 wel...

Categories

ComputersDatabase ManagementData Warehousing & Mining