Grokking deep learning / (Record no. 57805)

MARC details
000 -LEADER
fixed length control field 02495nam\a2200313\a\4500
001 - CONTROL NUMBER
control field 57805
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260517154527.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260517t20192019nyua 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781617293702
Qualifying information pbk.
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1617293709
Qualifying information pbk.
040 ## - CATALOGING SOURCE
Original cataloging agency SFR
Language of cataloging eng
Transcribing agency SFR
Description conventions rda
Modifying agency JRZ
-- BD-DhIUB
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 22
Item number T775g
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Trask, Andrew W.,
Relator term author.
245 10 - TITLE STATEMENT
Title Grokking deep learning /
Statement of responsibility, etc Andrew W. Trask.
246 30 - VARYING FORM OF TITLE
Title proper/short title Deep learning
250 ## - EDITION STATEMENT
Edition statement 1st ed.
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 2019
300 ## - PHYSICAL DESCRIPTION
Extent xx, 309 pages :
Other physical details illustrations ;
Dimensions 24 cm
500 ## - GENERAL NOTE
General note Includes index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introducing deep learning : why you should learn it -- Fundamental concepts : how do machines learn? -- Introduction to neural prediction : forward propagation -- Introduction to neural learning : gradient descent -- Learning multiple weights at a time : generalizing gradient descent -- Building your first deep neural network : introduction to backpropagation -- How to picture neural networks : in your head and on paper -- Learning signal and ignoring noise : introduction to regularization and batching -- Modeling probabilities and nonlinearities : activation functions -- Neural learning about edges and corners : intro to convolutional neural networks -- Neural networks that understand language : king - man + woman ==? -- Neural networks that write like Shakespeare : recurrent layers for variable-length data -- Introducing automatic optimization : let's build a deep learning framework -- Learning to write like Shakespeare : long short-term memory -- Deep learning on unseen data : introducing federated learning -- Where to go from here : a brief guide.
520 ## - SUMMARY, ETC.
Summary, etc "Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare!"--
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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Python (Computer program language)
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 2019   006.31 T775g 029688 17/05/2026 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 2019   006.31 T775g 029689 17/05/2026 02 11366.00 07/05/2026 Books