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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 (1회 대출)

자료유형
단행본
개인저자
Dawani, Jay.
서명 / 저자사항
Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks / Jay Dawani.
발행사항
Birmiingham :   Packt Publishing Ltd,   2020.  
형태사항
vii, 349 p. : ill. ; 24 cm.
ISBN
9781838647292
일반주기
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

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.3101515 D269h 등록번호 121255694 도서상태 대출중 반납예정일 2021-09-13 예약 예약가능 R 서비스 M

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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

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