| 000 -LEADER |
|---|
| fixed length control field |
02388cam a22004577i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230906161007.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
170221t20172017caua 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781484290934 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
AEF |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
001.42 |
| Edition number |
23rd ed. |
| Item number |
MAI |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mailund, Thomas, |
| Relator term |
author. |
| 9 (RLIN) |
3185 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Beginning data science in R4 : |
| Remainder of title |
data analysis, visualization, and modelling for the data scientist / |
| Statement of responsibility, etc. |
Thomas Mailund. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
[Berkeley, California] : |
| Name of producer, publisher, distributor, manufacturer |
Apress, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2017] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxvii, 352 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| 9 (RLIN) |
3186 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Quantitative research. |
| 9 (RLIN) |
2529 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer software |
| General subdivision |
Development. |
| 9 (RLIN) |
3187 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
COMPUTERS / Databases. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
3188 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
COMPUTERS / Programming Languages. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
3189 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer software |
| General subdivision |
Development. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst00872537 |
| 9 (RLIN) |
3187 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Quantitative research. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01742283 |
| 9 (RLIN) |
2529 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01086207 |
| 9 (RLIN) |
3186 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Book |
