Artifical Intelligence and Machine Learning (Record no. 296135)

MARC details
000 -LEADER
fixed length control field 01563nam a2200157Ia 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788120349346
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 VIN-A
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Vinod Chandra
245 ## - TITLE STATEMENT
Title Artifical Intelligence and Machine Learning
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. Prentice-Hall Of India
Date of publication, distribution, etc. 2014
Place of publication, distribution, etc. Delhi
300 ## - PHYSICAL DESCRIPTION
Extent 349 pages
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Heuristic search techniques--game playing-- knowledge representation--reasoning--learning--association learning--clustering--statistical learning--artificial neural networking--expert systems--unsupervised learning
520 ## - SUMMARY, ETC.
Summary, etc. Primarily intended for the undergraduate and postgraduate students of computer science and engineering, this text bridges the gaps in knowledge of the seemingly difficult areas of artificial intelligence and machine learning.This book promises to provide the most number of case studies and worked out examples than any other of its genre. The text is written in a highly interactive manner which makes for an avid reading. More into the text, the contents are well placed that it takes off from the introduction to AI, which is followed by heuristics searching and game playing. The machine learning section begins with the basis of learning, and the various association rule learning algorithms. Various types of learning like, reinforced, supervised, unsupervised and statistical are also included with numerous case studies and application exercises. The well explained algorithms and pseudo codes for each topic make this book useful for students.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artifical Intelligence ; Machine Learning
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
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Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total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 Full call number Barcode Date last seen Date last checked out Price effective from Koha item type Collection code Public note
    Dewey Decimal Classification     Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 17/02/2016 2 006.31 VIN-A.I DCB2882 02/07/2024 01/02/2019 19/07/2019 Book    
          Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 04/06/2019 2 006.31 VIN-A DCBG-0100 17/11/2020 14/10/2020 19/07/2019 Book Gift or donation GIFT BY DR. ACHUTH SANKAR S NAIR
          Dept. of Optoelectronics Dept. of Optoelectronics Processing Center 27/12/2019   006.31 VIN/A DOP3308 27/12/2019   27/12/2019 Book