MARC details
000 -LEADER |
fixed length control field |
04890nam a2200769 i 4500 |
001 - CONTROL NUMBER |
control field |
9781631573460 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
BEP |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20241023114932.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
fixed length control field |
m eo d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr cn |||m|||a |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
190417s2021 nyua fob 001 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781631573460 |
Qualifying information |
|
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)1257033123 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(CaBNVSL)slc00001528 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
CaBNVSL |
Language of cataloging |
eng |
Description conventions |
rda |
Transcribing agency |
CaBNVSL |
Modifying agency |
CaBNVSL |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
HF5548.2 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Sahay, Amar, |
Relator term |
|
245 10 - TITLE STATEMENT |
Title |
Essentials of data science and analytics : |
Remainder of title |
statistical tools, machine learning, and R-statistical software overview / |
Statement of responsibility, etc. |
Amar Sahay. |
250 ## - EDITION STATEMENT |
Edition statement |
First edition. |
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
Place of production, publication, distribution, manufacture |
New York, New York (222 East 46th Street, New York, NY 10017) : |
Name of producer, publisher, distributor, manufacturer |
Business Expert Press, |
Date of production, publication, distribution, manufacture, or copyright notice |
[(c)2021.] |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource (xix, 460 pages) : |
Other physical details |
illustrations (some color) |
336 ## - CONTENT TYPE |
Content type term |
text |
Content type code |
txt |
Source |
rdacontent |
337 ## - MEDIA TYPE |
Media type term |
computer |
Media type code |
c |
Source |
rdamedia |
338 ## - CARRIER TYPE |
Carrier type term |
online resource |
Carrier type code |
cr |
Source |
rdacarrier |
347 ## - DIGITAL FILE CHARACTERISTICS |
File type |
data file |
Source |
rda |
490 1# - SERIES STATEMENT |
Series statement |
Quantitative approaches to decision making collection, |
ISBN |
2163-9582 |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographies and index. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Part I. Data science, analytics, and business analytics. Chapter 1. Data science and its scope ; Chapter 2. Data science, analytics, and business analytics (BA) ; Chapter 3. Business analytics, business intelligence, and their relation to data science -- |
Title |
Part II. Understanding data and data analysis applications. Chapter 4. Understanding data, data types, and data-related terms ; Chapter 5. Data analysis tools for data science and analytics: data analysis using excel -- |
-- |
Part III. Data visualization and statistics for data science. Chapter 6. Basic statistical concepts for data science ; Chapter 7. Descriptive analytics_visualizing data using graphs and charts ; Chapter 8. Numerical methods for data science applications ; Chapter 9. Applications of probability in data science ; Chapter 10. Discrete probability distributions applicationsin data science ; Chapter 11. Sampling and sampling distributions: central limit theorem ; Chapter 12. Estimation, confidence intervals, hypothesis testing -- |
-- |
Part IV. Introduction to machine learning and R-statistical programming software. Chapter 13. Basics of MachLearning (ML) ; Chapter 14. R statistical programing software for data science. |
506 ## - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Access restricted to authorized users and institutions. |
520 3# - SUMMARY, ETC. |
Summary, etc. |
Data science and analytics have emerged as the most desired fields in driving business decisions. Using the techniques and methods of data science, decision makers can uncover hidden patterns in their data, develop algorithms and models that help improve processes and make key business decisions.Data science is a data driven decision making approach that uses several different areas and disciplines with a purpose of extracting insights and knowledge from structured and unstructured data. The algorithms and models of data science along with machine learning and predictive modeling are widely used in solving business problems and predicting future outcomes. This book combines the key concepts of data science and analytics to help you gain a practical understanding of these fields. The four different sections of the book are divided into chapters that explain the core of data science. Given the booming interest in data science, this book is timely and informative. |
530 ## - COPYRIGHT INFORMATION: |
COPYRIGHT INFORMATION |
COPYRIGHT NOT covered - Click this link to request copyright permission: |
Uniform Resource Identifier |
<a href="b">b</a> |
530 ## - COPYRIGHT INFORMATION: |
COPYRIGHT INFORMATION |
|
538 ## - SYSTEM DETAILS NOTE |
System details note |
Mode of access: World Wide Web. |
538 ## - SYSTEM DETAILS NOTE |
System details note |
System requirements: Adobe Acrobat reader. |
588 ## - SOURCE OF DESCRIPTION NOTE |
Source of description note |
Description based on PDF viewed 06/17/2021. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Business |
General subdivision |
Data processing. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Data mining. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Decision making |
General subdivision |
Computer programs. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
R (Computer program language) |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Data science. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Data analytics. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Business analytics. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Business intelligence. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Data analysis. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Decision making. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Descriptive analytics. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Predictive analytics. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Prescriptive analytics. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Statistical analysis. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Quantitative techniques. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Data mining. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Predictive modeling. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Regression analysis. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Modeling. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Time-series forecasting. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Optimization. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Simulation. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Machine learning. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Neural networks. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
Artificial intelligence. |
655 #0 - INDEX TERM--GENRE/FORM |
Genre/form data or focus term |
[genre] |
655 #0 - INDEX TERM--GENRE/FORM |
Genre/form data or focus term |
Electronic books. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Relationship information |
Print version: |
International Standard Book Number |
9781631573453 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Quantitative approaches to decision making collection. |
International Standard Serial Number |
2163-9582 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0001124.html">https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0001124.html</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Library of Congress Classification |
Usage before 2021-2022 |
CIU |
Koha item type |
Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD) |
VENDOR |
Business Expert Press |
LOCATION |
ONLINE |
Barecode |
BEP9781631573460 |
902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) |
c |
1 |
d |
Cynthia Snell |