Mailund, Thomas,

Beginning data science in R4 : data analysis, visualization, and modelling for the data scientist / Thomas Mailund. - 1st ed. - xxvii, 352 pages : illustrations ; 26 cm

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.

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.

9781484290934


R (Computer program language)
Quantitative research.
Computer software--Development.
COMPUTERS / Databases.
COMPUTERS / Programming Languages.
Computer software--Development.
Quantitative research.
R (Computer program language)

001.42 / MAI