TY - BOOK AU - Mailund,Thomas TI - Beginning data science in R4: data analysis, visualization, and modelling for the data scientist SN - 9781484290934 U1 - 001.42 23rd ed. PY - 2017///] CY - [Berkeley, California] PB - Apress KW - R (Computer program language) KW - Quantitative research KW - Computer software KW - Development KW - COMPUTERS / Databases KW - bisacsh KW - COMPUTERS / Programming Languages KW - fast N1 - Includes index; Introduction to R programming -- Reproducible analysis -- Data manipulation -- Visualizing data -- Working with large datasets -- Supervised learning -- Unsupervised learning -- More R programming -- Advanced R programming -- Object oriented programming -- Building an R package -- Testing and package checking -- Version control -- Profiling and optimizing N2 - Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R. -- Provided by publisher ER -