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· 제목 : Modern Data Science with R (Paperback) 
· 분류 : 외국도서 > 컴퓨터 > 프로그래밍 언어 > 일반
· ISBN : 9781498724487
· 쪽수 : 582쪽
· 출판일 : 2017-02-02
· 분류 : 외국도서 > 컴퓨터 > 프로그래밍 언어 > 일반
· ISBN : 9781498724487
· 쪽수 : 582쪽
· 출판일 : 2017-02-02
목차
This site includes additional resources:
http://mdsr-book.github.io/
Introduction to Data Science
Prologue: Why data science?
Data visualization
A grammar for graphics
Data wrangling
Tidy data and iteration
Professional Ethics
Statistics and Modeling
Statistical foundations
Statistical learning and predictive analytics
Unsupervised learning
Simulation
Topics in Data Science
Interactive data graphics
Database querying using SQL
Database administration
Working with spatial data
Text as data
Network science
Epilogue: Towards ig data"
Appendices
Packages used in this book
Introduction to R and RStudio
Algorithmic thinking
Reproducible analysis and workflow
Regression modeling
Setting up a database server
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