01897cam a2200241 i 4500
170913b2017 xxu||||| |||| 00| 0 eng d
9781498724487
006.312
B2M6
Baumer, Benjamin
348440
Modern data science with R
Boca Raton
CRC Press Taylor and Francis Group
2017
xvi, 551 p.
27 cm
Chapman & Hall/CRC texts in statistical science series
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
Data mining
348400
Big data
348401
Mathematical statistics - data processing
348402
R - computer program language
348403
Data analysis - applied mathematics
348441
Kaplan, Daniel T.
Co-author
348404
Horton, Nicholas J.
Co-author
348405
BK
207228
207228
0
0
ddc
0
006_312000000000000_B2M6
0
NFIC
349175
VSL
VSL
GEN
2017-09-18
6
4412.75
2
5
006.312 B2M6
195170
2019-12-31
2018-09-11
2018-09-11
5515.94
BK