Introduction to data science : data analysis and prediction algorithms with R

dc.contributor.author	Irizarry, Rafael A.
dc.date.issued	2019
dc.identifier.isbn	9780429341830
dc.identifier.uri	https://thuvienso.hoasen.edu.vn/handle/123456789/11207
dc.description.abstract	This 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.format	708 p. : ill.
dc.language.iso	en
dc.publisher	CRC Press
dc.subject	Data science
dc.subject	Data mining
dc.subject	Computer algorithms
dc.subject	Quantitative research
dc.subject	R (Computer program language)
dc.subject	Information visualization
dc.title	Introduction to data science : data analysis and prediction algorithms with R
dc.type	Book