Probabilistic deep learning : (Record no. 57811)

MARC details
000 -LEADER
fixed length control field 01845nam\a2200349\a\4500
001 - CONTROL NUMBER
control field 57811
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260602155154.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260602t20202020nyua 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Qualifying information paperback
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781617296079
Qualifying information paperback
040 ## - CATALOGING SOURCE
Original cataloging agency YDX
Language of cataloging eng
Transcribing agency YDX
Description conventions rda
Modifying agency OCLCQ
-- JBL
-- OCLCF
-- OCLCO
-- YDXIT
-- TOH
-- QGQ
-- BD-DhIUB
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 23
Item number D9651p
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Dürr, Oliver,
Relator term author.
245 10 - TITLE STATEMENT
Title Probabilistic deep learning :
Remainder of title with Python, Keras, and TensorFlow Probability /
Statement of responsibility, etc Oliver Dürr, Beate Sick ; with Elvis Murina.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York:
Name of publisher, distributor, etc Manning Publications Co.
Date of publication, distribution, etc 2020
300 ## - PHYSICAL DESCRIPTION
Extent xviii, 274 pages :
Other physical details illustrations ;
Dimensions 24 cm
500 ## - GENERAL NOTE
General note Includes index.
500 ## - GENERAL NOTE
General note "Exercises in Jupyter Notebooks"--Page 1 of cover.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Part 1, Basics of deep learning. Introduction to probabilistic deep learning ; Neural network architectures ; Principles of curve fitting -- Part 2, Maximum likelihood approaches for probabilistic DL models. Building loss functions with the likelihood approach ; Probabilistic deep learning models with TensorFlow Probability ; Probabilistic deep learning models in the wild -- Part 3, Bayesian approaches for probabilistic DL models. Bayesian learning ; Bayesian neural networks.
520 ## - SUMMARY, ETC.
Summary, etc "A hands-on guide to the principles that support neural networks"--
521 8# - TARGET AUDIENCE NOTE
Target audience note "For experience machine learning developers"--Page 4 of cover.
526 ## - STUDY PROGRAM INFORMATION NOTE
School name School of engineering, Technology &Sciences
Department Physical Science
Shelving Location Reference Stacks
541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE
Source of acquisition law
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term fast
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
Source of heading or term fast
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Sick, Beate,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Murina, Elvis,
Relator term author.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type 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 Source of acquisition Cost, normal purchase price Serial Enumeration / chronology Total Checkouts Full call number Barcode Date last seen Copy number Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification   Not For Loan Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) Reference Stacks 07/05/2026 Purchase 5683.00 2020   006.31 D9651p 029673 02/06/2026 01 11366.00 07/05/2026 Books
    Dewey Decimal Classification   Not For Loan Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) Reference Stacks 07/05/2026 Purchase 5683.00 2020   006.31 D9651p 029674 02/06/2026 02 11366.00 07/05/2026 Books