Exploratory Data Mining and Data Cleaning

Name: Exploratory Data Mining and Data Cleaning
Brand: John Wiley & Sons Inc
SKU: 9780471268512
Price: 852.29 RON
Availability: InStock

Autor: Tamraparni Dasu, Theodore Johnson

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Legare: Copertă tare

Editura: John Wiley & Sons Inc

Disponibilitate: În depozitul extern

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* Written for practitioners of data mining, data cleaning and database management. * Presents a tech...

Informații despre carte

Autor

Tamraparni Dasu, Theodore Johnson

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2003

Pagini

204

EAN

9780471268512

ISBN

0471268518

Enbook ID

04889194

Editura

John Wiley & Sons Inc

Greutate

508

Dimensiuni

164 x 242 x 20

Descriere completă

* 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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