Essentials of data science and analytics : (Record no. 73701)

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
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection Home library Current library Shelving location Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type Source of classification or shelving scheme
        Non-fiction G. Allen Fleece Library G. Allen Fleece Library   03/20/2023 Business Expert Press   HF5548.2 9781631573460 03/20/2023 https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0001124.html 03/20/2023 Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD)  
          G. Allen Fleece Library G. Allen Fleece Library ONLINE 10/23/2024 Business Expert Press   HF5548.2 BEP9781631573460 10/23/2024 https://go.openathens.net/redirector/ciu.edu?url=https://portal.igpublish.com/iglibrary/search/BEPB0001124.html 10/23/2024 Online Book (LOGIN USING YOUR MY CIU LOGIN AND PASSWORD) Library of Congress Classification