Deep Learning in Science (Record no. 814567)
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000 -LEADER | |
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fixed length control field | 01748nam a22002297a 4500 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 240115s2021 |||||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781108845359 |
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER | |
ISSN-L | 9781108845359 |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | English |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
Item number | BAL |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Baldi, Pierre |
9 (RLIN) | 198910 |
Relator term | author |
245 ## - TITLE STATEMENT | |
Title | Deep Learning in Science |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Cambridge : |
Name of publisher, distributor, etc. | Cambridge University Press, |
Date of publication, distribution, etc. | c2021 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xiv, 371 p. |
Other physical details | : ill |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc. note | Includes Bibliographical References and Index |
520 ## - SUMMARY, ETC. | |
Summary, etc. | SUMMARY<br/><br/>This is the first rigorous, self-contained treatment of the theory of deep learning. Starting with the foundations of the theory and building it up, this is essential reading for any scientists, instructors, and students interested in artificial intelligence and deep learning. It provides guidance on how to think about scientific questions, and leads readers through the history of the field and its fundamental connections to neuroscience. The author discusses many applications to beautiful problems in the natural sciences, in physics, chemistry, and biomedicine. Examples include the search for exotic particles and dark matter in experimental physics, the prediction of molecular properties and reaction outcomes in chemistry, and the prediction of protein structures and the diagnostic analysis of biomedical images in the natural sciences. The text is accompanied by a full set of exercises at different difficulty levels and encourages out-of-the-box thinking. |
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) | 879947 |
Topical term or geographic name entry element | Science Technological Innovations |
856 ## - ELECTRONIC LOCATION AND ACCESS | |
Link text | TOC |
Uniform Resource Identifier | <a href="https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781108845359.pdf">https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781108845359.pdf</a> |
856 ## - ELECTRONIC LOCATION AND ACCESS | |
Link text | WEB LINK |
Uniform Resource Identifier | <a href="https://assets.cambridge.org/97811088/45359/frontmatter/9781108845359_frontmatter.pdf">https://assets.cambridge.org/97811088/45359/frontmatter/9781108845359_frontmatter.pdf</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 | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Stock Type | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date due | 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, Hardcover | Circulation Section | Circulation Section | Circulation Section | 09/01/2024 | 39 | Purchased | 18213.13 | 1 | 006.31 BAL | 98570 | 29/05/2024 | 08/05/2024 | 08/05/2024 | 2023-2024 | 18213.13 | 09/01/2024 | Lending Collection |