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dc.contributor.authorIrizarry, Rafael A.
dc.date.issued2019
dc.identifier.isbn9780429341830
dc.identifier.urihttps://thuvienso.hoasen.edu.vn/handle/123456789/11207
dc.description.abstractThis book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation.
dc.format708 p. : ill.
dc.language.isoen
dc.publisherCRC Press
dc.subjectData science
dc.subjectData mining
dc.subjectComputer algorithms
dc.subjectQuantitative research
dc.subjectR (Computer program language)
dc.subjectInformation visualization
dc.titleIntroduction to data science : data analysis and prediction algorithms with R
dc.typeBook


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