Business analytics using R : (Record no. 222584)

MARC details
000 -LEADER
fixed length control field 03464nam a22005295i 4500
001 - CONTROL NUMBER
control field ssj0001762294
003 - CONTROL NUMBER IDENTIFIER
control field WaSeSS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220423114734.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 161227s2017 xxu| o |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484225141
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484225134 (print)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484225158 (print)
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-1-4842-2514-1
Source of number or code doi
040 ## - CATALOGING SOURCE
Modifying agency WaSeSS
Transcribing agency AIMIT LIBRARY
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.B45
072 #7 - SUBJECT CATEGORY CODE
Subject category code UN
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UN
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.764
Item number HODU
999 ## - SYSTEM CONTROL NUMBERS (KOHA)
Koha Dewey Subclass [OBSOLETE] 03645878
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hodeghatta, Umesh R.
9 (RLIN) 31322
245 10 - TITLE STATEMENT
Title Business analytics using R :
Statement of responsibility, etc. By Umesh R. Hodeghatta and Umesha Nayak.
Remainder of title practical approach /
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2017.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. London :
Name of publisher, distributor, etc. Apress ,
Date of publication, distribution, etc. 2022.
300 ## - PHYSICAL DESCRIPTION
Extent xvii,280 p.;
Other physical details PB
Dimensions 24.5 cm.
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access Requires an SPL library card.
520 ## - SUMMARY, ETC.
Summary, etc. Learn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics. This book will discuss and explore the following through examples and case studies: An introduction to R: data management and R functions The architecture, framework, and life cycle of a business analytics project Descriptive analytics using R: descriptive statistics and data cleaning Data mining: classification, association rules, and clustering Predictive analytics: simple regression, multiple regression, and logistic regression This book includes case studies on important business analytic techniques, such as classification, association, clustering, and regression. The R language is the statistical tool used to demonstrate the concepts throughout the book. You will: • Write R programs to handle data • Build analytical models and draw useful inferences from them • Discover the basic concepts of data mining and machine learning • Carry out predictive modeling • Define a business issue as an analytical problem.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Business analytics process and data exploration
9 (RLIN) 31323
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Supervised machine learning
9 (RLIN) 31324
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Simple linear regression
9 (RLIN) 31325
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Big data analysis
9 (RLIN) 31326
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Source of term local
9 (RLIN) 31327
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Nayak, Umesha.
9 (RLIN) 31328
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 31329
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element O'Reilly (Firm)
9 (RLIN) 31330
710 20 - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Serials Solutions
9 (RLIN) 31331
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9781484225134
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9781484225158
856 40 - ELECTRONIC LOCATION AND ACCESS
Link text View this electronic item in O'Reilly Online Learning: Academic/Public Library Edition.
Uniform Resource Identifier <a href="https://ezproxy.spl.org/login?url=https://learning.oreilly.com/library/view/~/9781484225141/?ar">https://ezproxy.spl.org/login?url=https://learning.oreilly.com/library/view/~/9781484225141/?ar</a>
Public note An e-book available through full-text database.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Edition 1st ed.
Call number prefix 005.764 HODU
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Inventory number Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     MCA St Aloysius Institute of Management & Information Technology St Aloysius Institute of Management & Information Technology 03/24/2022 Biblios Book Point 749.00 Bill no:6627; Bill dt:2022-03-23   005.764 HODU MCA17132 07/21/2025 599.00 04/23/2022 Book
    Dewey Decimal Classification     MCA St Aloysius Institute of Management & Information Technology St Aloysius Institute of Management & Information Technology 03/24/2022 Biblios Book Point 749.00 Bill no:6627; Bill dt:2022-03-23   005.764 HODU MCA17133 07/21/2025 599.00 04/23/2022 Book