Related Books

Best Practices in Data Cleaning
Language: en
Pages: 297
Authors: Jason W. Osborne
Categories: Mathematics
Type: BOOK - Published: 2013 - Publisher: SAGE

DOWNLOAD EBOOK

Many researchers jump straight from data collection to data analysis without realizing how analyses and hypothesis tests can go profoundly wrong without clean d
Cleaning Data for Effective Data Science
Language: en
Pages: 499
Authors: David Mertz
Categories: Mathematics
Type: BOOK - Published: 2021-03-31 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Think about your data intelligently and ask the right questions Key FeaturesMaster data cleaning techniques necessary to perform real-world data science and mac
Statistical Data Cleaning with Applications in R
Language: en
Pages: 316
Authors: Mark van der Loo
Categories: Computers
Type: BOOK - Published: 2018-04-23 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical k
Exploratory Data Mining and Data Cleaning
Language: en
Pages: 226
Authors: Tamraparni Dasu
Categories: Mathematics
Type: BOOK - Published: 2003-08-01 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Written for practitioners of data mining, data cleaning and database management. Presents a technical treatment of data quality including process, metrics, tool
Data Cleaning
Language: en
Pages: 284
Authors: Ihab F. Ilyas
Categories: Computers
Type: BOOK - Published: 2019-06-18 - Publisher: Morgan & Claypool

DOWNLOAD EBOOK

This is an overview of the end-to-end data cleaning process. Data quality is one of the most important problems in data management, since dirty data often leads