Math for deep learning : (Record no. 57642)

MARC details
000 -LEADER
fixed length control field 02155nam\a2200301\a\4500
001 - CONTROL NUMBER
control field 57642
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20251211152859.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 251211t20212022caua b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2021939724
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781718501904
Qualifying information (pbk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1718501900
Qualifying information (pbk.)
040 ## - CATALOGING SOURCE
Original cataloging agency UKMGB
Language of cataloging eng
Transcribing agency UKMGB
Description conventions rda
Modifying agency OCLCF
-- JRZ
-- BDX
-- IMD
-- OCLCO
-- BD-DhIUB
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.310151
Edition number 23
Item number K689m
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kneusel, Ronald T.,
Relator term author.
245 10 - TITLE STATEMENT
Title Math for deep learning :
Remainder of title what you need to know to understand neural networks /
Statement of responsibility, etc by Ronald T. Kneusel.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc San Francisco:
Name of publisher, distributor, etc No starch press,
Date of publication, distribution, etc 2022
300 ## - PHYSICAL DESCRIPTION
Extent xxv, 316 pages :
Other physical details illustrations ;
Dimensions 24 cm
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Setting the stage -- Probability -- More probability -- Statistics -- Linear algebra -- More linear algebra -- Differential calculus -- Matrix calculus -- Data flow in neural networks -- Backpropagation -- Gradient descent -- Going further.
520 ## - SUMMARY, ETC.
Summary, etc To truly understand the power of deel learning, you need to grasp the mathematical concepts that make it tick. "Math for deep learning" will give you a working knowledge of probability, statistics, linear algebra, and differential calculus-- the essential math subfields required to practice deep learning successfully. Each subfield is explained with Python code and hands-on, real-world examples that bridge the gap between pure mathematics and its applications in deep learning. The book begins with fundamentals such as Bayes' theorem before progressing to more advanced concepts like training neural networks using vectors, matrices, and derivatives of functions. You'll then put all this math to use as you explore and implement backpropagation and gradient descent-- the foundational algorithms that have enabled the AI revolution.
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 Risaam
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
General subdivision Mathematics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
General subdivision Mathematics.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
General subdivision Mathematics.
Source of heading or term fast
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 04/12/2025 Purchase 5590.00 2022   006.310151 K689m 029478 11/12/2025 01 11180.00 04/12/2025 Books
    Dewey Decimal Classification     Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) General Stacks 04/12/2025 Purchase 5590.00 2022   006.310151 K689m 029479 11/12/2025 01 11180.00 11/12/2025 Books