HOME > Detail View

Detail View

Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks

Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks (Loan 1 times)

Material type
단행본
Personal Author
Dawani, Jay.
Title Statement
Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks / Jay Dawani.
Publication, Distribution, etc
Birmiingham :   Packt Publishing Ltd,   2020.  
Physical Medium
vii, 349 p. : ill. ; 24 cm.
ISBN
9781838647292
General Note
Includes index.  
000 00000nam u2200205 a 4500
001 000046060561
005 20201214090447
008 201211s2020 enka 001 0 eng d
020 ▼a 9781838647292
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 006.3101515 ▼2 23
084 ▼a 006.3101515 ▼2 DDCK
090 ▼a 006.3101515 ▼b D269h
100 1 ▼a Dawani, Jay.
245 1 0 ▼a Hands-on mathematics for deep learning : ▼b build a solid mathematical foundation for training efficient deep neural networks / ▼c Jay Dawani.
260 ▼a Birmiingham : ▼b Packt Publishing Ltd, ▼c 2020.
300 ▼a vii, 349 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Includes index.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.3101515 D269h Accession No. 121255694 Availability In loan Due Date 2021-09-13 Make a Reservation Available for Reserve R Service M

Contents information

Table of Contents

Table of Contents

Linear Algebra
Vector Calculus
Probability and Statistics
Optimization
Graph Theory
Linear Neural Networks
Feedforward Neural Networks
Regularization
Convolutional Neural Networks
Recurrent Neural Networks
Attention Mechanisms
Generative Models
Transfer and Meta Learning
Geometric Deep Learning

New Arrivals Books in Related Fields