Exploratory Data Mining and Data Cleaning pdf epub mobi txt 电子书下载 2024

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Tamraparni Dasu

Wiley-Interscience

2003.05

224

$101.50

Hardcover

9780471268512

图书标签: DataMining datacleaning Data Cleaning 科普数据处理 DataMining,

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发表于2024-11-10

Exploratory Data Mining and Data Cleaning epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Exploratory Data Mining and Data Cleaning pdf epub mobi txt 电子书下载 2024

图书描述

* 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.

Exploratory Data Mining and Data Cleaning 下载 mobi epub pdf txt 电子书