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The essentials of data science : knowledge discovery using R

The essentials of data science : knowledge discovery using R (1회 대출)

자료유형
단행본
개인저자
Williams, Graham J.
서명 / 저자사항
The essentials of data science : knowledge discovery using R / Graham J. Williams.
발행사항
Boca Raton :   Taylor & Francis, CRC Press,   c2017.  
형태사항
xix, 322 p. : ill. (some col.) ; 24 cm.
ISBN
9781138088634 (pbk. : alk. paper) 9781498740005 (hardback : alk. paper)
서지주기
Includes bibliographical references and index.
일반주제명
Databases. Data mining. R (Computer program language).
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008 171102s2017 flua b 001 0 eng d
010 ▼a 2017028898
020 ▼a 9781138088634 (pbk. : alk. paper)
020 ▼a 9781498740005 (hardback : alk. paper)
035 ▼a (KERIS)REF000018475468
040 ▼a DLC ▼b eng ▼e rda ▼c DLC ▼d 211009
050 0 0 ▼a QA76.9.D32 ▼b W56 2018
082 0 0 ▼a 006.3/12 ▼2 23
084 ▼a 006.312 ▼2 DDCK
090 ▼a 006.312 ▼b W723e
100 1 ▼a Williams, Graham J.
245 1 4 ▼a The essentials of data science : ▼b knowledge discovery using R / ▼c Graham J. Williams.
260 ▼a Boca Raton : ▼b Taylor & Francis, CRC Press, ▼c c2017.
300 ▼a xix, 322 p. : ▼b ill. (some col.) ; ▼c 24 cm.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Databases.
650 0 ▼a Data mining.
650 0 ▼a R (Computer program language).
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.312 W723e 등록번호 121242234 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Part I - An Overview for the Data Scientist. Data Science, Analytics, and Data Mining. From Rattle to R for the Data Scientist. Preparing Data. Building Models. Case Studies. R Basics. Part II - Data Foundations. Reading Data into R. Exploring and Summarising Data. Transforming Data. Presenting Data. Part III - Analytics. Descriptive Analytics. Predictive Analytics. Prescriptive Analytics. Text Analytics. Social Network Analytics. Part IV - Advanced Data Science in R. Dealing with Big Data. Parallel Processing for High Performance Analytics. Ensembles for Big Data.


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