Exploratory data mining and data cleaning
178,80 $

Exploratory data mining and data cleaning

TAMRAPARNI DASU, THEODORE JOHNSON


Exploratory data mining and data cleaning

TAMRAPARNI DASU, THEODORE JOHNSON

178,80 $ 178,80 $
Régulier: 178,80 $
Rabais: 0,00 $ (0%)
Livre numérique non disponible
Résumé
  • 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.


Détails
Titre
Exploratory data mining and data cleaning
Prix
178,80 $
Sujet
Format Poche
Non
Langue
Français/French
Date de publication
2003-08-01
ISBN
9780471458647
Code Interne
2172015
Numéro de produit
2172015
Format numérique
pdf
Protection
Adobe DRM
Entrepôt Numérique
NUMILOG

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