An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning (Record no. 701317)

MARC details
000 -LEADER
fixed length control field 02217nam a22002417a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230215s2021 |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030686260
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
ISSN-L 9783030686260
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Item number DUB
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Dube, Simant
Relator term author
9 (RLIN) 673915
245 ## - TITLE STATEMENT
Title An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cham, Switzerland :
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. c2021
300 ## - PHYSICAL DESCRIPTION
Extent XXII, 352 p.
Other physical details : ill
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes Bibliographical References and Index
520 ## - SUMMARY, ETC.
Summary, etc. Summary:<br/>An Intuitive Exploration of Artificial Intelligence: Theory and Applications of Deep Learning by Simant Dube<br/>This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future.<br/>An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author's own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential.<br/>The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI, practitioners and researchers will equally benefit from the book.<br/><br/>
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial Intelligence
9 (RLIN) 151655
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 845
Topical term or geographic name entry element Machine Learning
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 149423
Topical term or geographic name entry element Pattern Perception
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text TOC
Uniform Resource Identifier <a href="https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9783030686260.pdf">https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9783030686260.pdf</a>
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text publishers link
Uniform Resource Identifier <a href="https://link.springer.com/book/10.1007/978-3-030-68624-6">https://link.springer.com/book/10.1007/978-3-030-68624-6</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Physical Form Damaged status Not for loan Purchased by Department/Discipline Home library Current library Shelving location Date acquired Source of acquisition Stock Type Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date last checked out Budget Year Cost, replacement price Accession Date Koha item type
    Dewey Decimal Classification Text, Paperback     Department of Computer & Information Systems Engineering Circulation Section Circulation Section Circulation Section 10/02/2023 10 Purchased 12860.57 5 006.3 DUB 97989 14/02/2024 27/09/2023 2022-23 15130.08 10/02/2023 Lending Collection