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

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Tamraparni Dasu 作者

Wiley-Interscience

译者

2003.05 出版日期

224 页数

$101.50 价格

Hardcover

丛书系列

9780471268512 图书编码

Exploratory Data Mining and Data Cleaning 在线电子书图书标签: DataMining datacleaning Data Cleaning 科普数据处理 DataMining,

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

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Exploratory Data Mining and Data Cleaning 在线电子书著者简介

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

Exploratory Data Mining and Data Cleaning 在线电子书图书描述

* 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.

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