Exploratory Data Mining and Data Cleaning 2024 pdf epub mobi 电子书

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发表于2024-12-26

Exploratory Data Mining and Data Cleaning 2024 pdf epub mobi 电子书

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出版者:Wiley-Interscience

作者:Tamraparni Dasu

出品人:

页数:224

译者:

出版时间:2003.05

价格:$101.50

装帧:Hardcover

isbn号码:9780471268512

丛书系列:

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

Exploratory Data Mining and Data Cleaning 2024 pdf epub mobi 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.

Exploratory Data Mining and Data Cleaning 2024 pdf epub mobi 电子书

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