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