Machine learning and artificial intelligence (Record no. 33708)

MARC details
000 -LEADER
fixed length control field 03241cam a2200421Ii 4500
001 - CONTROL NUMBER
control field on1121267829
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200702121258.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn||||mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190930s2020 sz a o 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3030266222
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030266226
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783030266219
Qualifying information (print)
024 8# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-26
035 ## - SYSTEM CONTROL NUMBER
System control number 2258262
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1121267829
040 ## - CATALOGING SOURCE
Original cataloging agency LQU
Language of cataloging eng
Transcribing agency LQU
Modifying agency GW5XE
-- OCLCF
-- N$T
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/1
Edition number 23
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 621.382
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Joshi, Ameet V.
245 10 - TITLE STATEMENT
Title Machine learning and artificial intelligence
Medium [electronic resource] /
Statement of responsibility, etc. Ameet V Joshi.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2020.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxii, 261 p.) :
Other physical details ill. (some col.)
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- Part I Introduction to AI and ML -- Essential concepts in AL and ML -- Part II Techniques for Static Machine Learning Models -- Perceptron and Neural Networks -- Decision Trees -- Advanced Decision Trees -- Support Vector Machines -- Probabilistic Models -- Deep Learning -- Part III Techniques for Dynamic Machine Learning Models -- Autoregressive and Moving Average Models -- Hidden Markov Models and Conditional Random Fields -- Recurrent Neural Networks -- Part IV Applications -- Classification Regression -- Ranking -- Clustering -- Recommendations -- Next Best Actions -- Designing ML Pipelines -- Using ML Libraries -- Azure Machine Learning Studio -- Conclusions.
520 ## - SUMMARY, ETC.
Summary, etc. This book provides comprehensive coverage of combined Artificial Intelligence (AI) and Machine Learning (ML) theory and applications. Rather than looking at the field from only a theoretical or only a practical perspective, this book unifies both perspectives to give holistic understanding. The first part introduces the concepts of AI and ML and their origin and current state. The second and third parts delve into conceptual and theoretic aspects of static and dynamic ML techniques. The forth part describes the practical applications where presented techniques can be applied. The fifth part introduces the user to some of the implementation strategies for solving real life ML problems. The book is appropriate for students in graduate and upper undergraduate courses in addition to researchers and professionals. It makes minimal use of mathematics to make the topics more intuitive and accessible. Presents a full reference to artificial intelligence and machine learning techniques - in theory and application; Provides a guide to AI and ML with minimal use of mathematics to make the topics more intuitive and accessible; Connects all ML and AI techniques to applications and introduces implementations.
590 ## - LOCAL NOTE (RLIN)
Local note Added to collection customer.56279.3
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00817247
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01004795
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
850 ## - HOLDING INSTITUTION
Holding institution NMU WISDOM SPACE
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified EBSCOhost
Uniform Resource Identifier <a href="http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2258262">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2258262</a>
Link text Click to View
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme National Library of Medicine Classification
Koha item type Electronic books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Barcode Date last seen Price effective from Koha item type
    National Library of Medicine Classification   Online Access Kuakarun Nursing Library Kuakarun Nursing Library Processing unit 26/08/2021   Eb33708 26/08/2021 26/08/2021 Electronic books