MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03114cam a22003498i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
21869752 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20241012062519.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
210114s2021 flu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2021000953 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780367486846 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781003042259 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA185.D37 |
| Item number |
Y67 2021 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
DC 512.5 |
| Edition number |
2021 |
| Item number |
Y831 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Yoshida, Ruriko, |
| Relator term |
author. |
| 9 (RLIN) |
44656 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Linear algebra and its applications with R / |
| Statement of responsibility, etc. |
Ruriko Yoshida, Naval Postgraduate School. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Boca Raton : |
| Name of publisher, distributor, etc. |
CRC Press, |
| Date of publication, distribution, etc. |
©2021. |
| 263 ## - PROJECTED PUBLICATION DATE |
|---|
| Projected publication date |
2106 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvii, 405 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
23 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Textbooks in mathematics |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes bibliography and index. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"The book developed from the need to teach a linear algebra course to students focused on data science and bioinformatics programs. These students tend not to realize the importance of linear algebra in applied sciences since traditional linear algebra courses tend to cover mathematical contexts but not the computational aspect of linear algebra or its applications to data science and bioinformatics. The author presents the topics in a traditional course yet offers lectures as well as lab exercises on simulated and empirical data sets. This textbook provides students a theoretical basis which can then be applied to the practical R and Python problems, providing the tools needed for real-world applications. Each section starts with working examples to demonstrate how tools from linear algebra can help solve problems in applied science. These exercises start from easy computations, such as computing determinants of matrices, to practical applications on simulated and empirical data sets with R so that students learn how to get started with R along with computational examples in each section and then they learn how to apply what they learn to problems in applied sciences. This book is designed from first principles to demonstrate the importance of linear algebra through working computational examples with R and python including tutorials on how to install R in the Appendix. If a student has never seen R, they can get started without any additional help. Since Python is one of the most popular languages in data science, optimization, and computer science, code supplements are available for students who feel more comfortable with Python. R is used primarily for computational examples to develop student's practical computational skills"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Algebras, Linear |
| General subdivision |
Data processing. |
| 9 (RLIN) |
44657 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language). |
| 9 (RLIN) |
44357 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Online version: |
| Main entry heading |
Yoshida, Ruriko, |
| Title |
Linear algebra and its applications with R |
| Edition |
First edition. |
| Place, publisher, and date of publication |
Boca Raton : Chapman & Hall, CRC Press, 2021. |
| International Standard Book Number |
9781003042259 |
| Record control number |
(DLC) 2021000954 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Circulation |
