Exploratory Data Mining and Data Cleaning

Name: Exploratory Data Mining and Data Cleaning
Brand: John Wiley & Sons Inc
SKU: 9780471268512
Price: 3558 CZK
Availability: InStock

Autor: Tamraparni Dasu, Theodore Johnson

Jazyk:

Vazba: Pevná

Vydavatel: John Wiley & Sons Inc

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

3 558 Kč

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

Informace o knize

Autor

Tamraparni Dasu, Theodore Johnson

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2003

Stránek

204

EAN

9780471268512

ISBN

0471268518

Enbook ID

04889194

Vydavatel

John Wiley & Sons Inc

Hmotnost

508

Rozměry

164 x 242 x 20

Kompletní popis

* 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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