Machine learning using R / (Record no. 13186)

000 -LEADER
fixed length control field 04772cam a2200613 i 4500
001 - CONTROL NUMBER
control field 19983598
003 - CONTROL NUMBER IDENTIFIER
control field LIBRIS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190729110833.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170110s2017 caua f| |||1 ||eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484223338
Cancelled/invalid ISBN
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-1-4842-2334-5
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (EBZ)ebs12102117e
035 ## - SYSTEM CONTROL NUMBER
System control number (ALMA)99368355902456
040 ## - CATALOGING SOURCE
Language of cataloging eng
Modifying agency Ldig
-- EG-CaMIU
Description conventions rda
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA75.5-76.95
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMA
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM014000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM018000
Source bisacsh
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006
Edition number 21
Item number R.K. M 2017
084 ## - OTHER CLASSIFICATION NUMBER
Classification number Pu
Source of number kssb/8 (machine generated)
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Ramasubramanian, Karthik,
Relator term author.
9 (RLIN) 19809
245 10 - TITLE STATEMENT
Title Machine learning using R /
Statement of responsibility, etc by Karthik Ramasubramanian, Abhishek Singh.
246 34 - VARYING FORM OF TITLE
Title proper/short title Machine Learning Using R :
Remainder of title A Comprehensive Guide to Machine Learning
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Berkeley, CA :
Name of publisher, distributor, etc Apress :
-- Imprint: Apress,
Date of publication, distribution, etc 2017.
300 ## - PHYSICAL DESCRIPTION
Extent xxiii, 566 pages :
Other physical details illustrations ;
Dimensions 23 cm
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Source rdacarrier
500 ## - GENERAL NOTE
General note Includes index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Chapter 1: Introduction to Machine Learning and R -- Chapter 2: Data Preparation and Exploration -- Chapter 3: Sampling and Resampling Techniques -- Chapter 4: Visualization of Data -- Chapter 5: Feature Engineering -- Chapter 6: Machine Learning Models: Theory and Practice -- Chapter 7: Machine Learning Model Evaluation.-Chapter 8: Model Performance Improvement -- Chapter 9: Scalable Machine Learning and related technology.-.
520 ## - SUMMARY, ETC.
Summary, etc This book is inspired by the Machine Learning Model Building Process Flow, which provides the reader the ability to understand a ML algorithm and apply the entire process of building a ML model from the raw data. This new paradigm of teaching Machine Learning will bring about a radical change in perception for many of those who think this subject is difficult to learn. Though theory sometimes looks difficult, especially when there is heavy mathematics involved, the seamless flow from the theoretical aspects to example-driven learning provided in Blockchain and Capitalism makes it easy for someone to connect the dots. For every Machine Learning algorithm covered in this book, a 3-D approach of theory, case-study and practice will be given. And where appropriate, the mathematics will be explained through visualization in R. All practical demonstrations will be explored in R, a powerful programming language and software environment for statistical computing and graphics. The various packages and methods available in R will be used to explain the topics. In the end, readers will learn some of the latest technological advancements in building a scalable machine learning model with Big Data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer programming.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Programming languages (Electronic computers).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database management.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Singh, Abhishek,
Relator term author.
9 (RLIN) 19810
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
856 42 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1007/978-1-4842-2334-5">http://dx.doi.org/10.1007/978-1-4842-2334-5</a>
Public note Table of Contents / Abstracts
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://link.sub.su.se/sfxsub?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=3710000000985003&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc&">http://link.sub.su.se/sfxsub?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=3710000000985003&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc&</a>
Public note Tillgñglig fr̲ anvñdare inom Stockholms universitet
-- SpringerLink Books Professional And Applied Computing 2017:Full Text
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://login.e.bibl.liu.se/login?url=http://library.books24x7.com/library.asp?^B&bookid=125426">https://login.e.bibl.liu.se/login?url=http://library.books24x7.com/library.asp?^B&bookid=125426</a>
Public note Extern tillgn̄g endast anstl̃lda och studenter vid LiU
-- Books 24x7 IT Pro Collection
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://sfxeu11.hosted.exlibrisgroup.com/sfxmiu/?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=3710000000985003&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc&">http://sfxeu11.hosted.exlibrisgroup.com/sfxmiu/?url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&rfr_id=info:sid/sfxit.com:opac_856&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&sfx.ignore_date_threshold=1&rft.object_id=3710000000985003&svc_val_fmt=info:ofi/fmt:kev:mtx:sch_svc&</a>
Public note Student portal login
-- Springer DDA:Full Text
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://pmt-eu.hosted.exlibrisgroup.com/openurl/46KTH/46KTH_services_page?u.ignore_date_coverage=true&rft.mms_id=99368355902456">http://pmt-eu.hosted.exlibrisgroup.com/openurl/46KTH/46KTH_services_page?u.ignore_date_coverage=true&rft.mms_id=99368355902456</a>
Public note Online access for KTHB
-- fulltext
-- SpringerLink Books Professional And Applied Computing 2017
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Suppress in OPAC 006 R.K. M 2017
945 ## - LOCAL PROCESSING INFORMATION (OCLC)
d CS
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- M.S.
-- 800
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Shelving location Date acquired Source of acquisition Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type
          Main Library Main Library Main Stacks 2018-05-09 The Middle East Observer 006 R.K. M 2017 00017882 2021-08-16 721.90 2018-05-09 Books

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