TY - BOOK
AU - Baumer,Benjamin
AU - Kaplan,Daniel T.
AU - Horton,Nicholas J.
TI - Modern data science with R
T2 - Chapman & Hall/CRC texts in statistical science series
SN - 9781498724487
U1 - 006.312
PY - 2017///
CY - Boca Raton
PB - CRC Press Taylor and Francis Group
KW - Data mining
KW - Big data
KW - Mathematical statistics - data processing
KW - R - computer program language
KW - Data analysis - applied mathematics
N2 - Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world problems with data. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling statistical questions.
Contemporary data science requires a tight integration of knowledge from statistics, computer science, mathematics, and a domain of application. This book will help readers with some background in statistics and modest prior experience with coding develop and practice the appropriate skills to tackle complex data science projects. The book features a number of exercises and has a flexible organization conducive to teaching a variety of semester courses.
https://www.crcpress.com/Modern-Data-Science-with-R/Baumer-Kaplan-Horton/p/book/9781498724487
ER -