Exploratory Data Mining and Data Cleaning
$115.42
Sale price
$115.42
Regular price
$126.96
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Exploratory Data Mining and Data Cleaning
$115.42
Sale price
$115.42
Regular price
$126.96
Sold by Ergodemedia, an authorized reseller of Authentic New & Used Books with Free US Shipping.
30-day returns by mail · Refunded to original payment method | support@ergodemedia.com
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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.
Product Notice
This book is sold in used condition unless explicitly stated as new.
Condition is graded and described accurately. Some books may contain
previous owner's markings, highlights, or inscriptions. This product
may contain chemicals known to the State of California to cause cancer
or reproductive harm. For more information visit
www.P65Warnings.ca.gov
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