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Hands-on deep learning for finance : implement deep learning techniques and algorithms to create powerful trading strategies

Hands-on deep learning for finance : implement deep learning techniques and algorithms to create powerful trading strategies

자료유형
단행본
개인저자
Troiano, Luigi. Bhandari, Arjun.
서명 / 저자사항
Hands-on deep learning for finance : implement deep learning techniques and algorithms to create powerful trading strategies / Luigi Troiano, Arjun Bhandari.
발행사항
Birmingham :   Packt Publishing Ltd,   c2020.  
형태사항
vi, 429 p. : ill. ; 24 cm.
ISBN
9781789613179
일반주기
Includes index.  
000 00000nam u2200205 a 4500
001 000046037189
005 20200715101407
008 200714s2020 enka 001 0 eng d
020 ▼a 9781789613179
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 006.31 ▼2 23
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b T845h
100 1 ▼a Troiano, Luigi.
245 1 0 ▼a Hands-on deep learning for finance : ▼b implement deep learning techniques and algorithms to create powerful trading strategies / ▼c Luigi Troiano, Arjun Bhandari.
260 ▼a Birmingham : ▼b Packt Publishing Ltd, ▼c c2020.
300 ▼a vi, 429 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Includes index.
700 1 ▼a Bhandari, Arjun.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 006.31 T845h 등록번호 111830855 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Table of Contents

Deep learning for finance 101
Designing neural network architectures
Construction, testing and validation of financial models
Index replication by auto-encoders
Volatility forecasting by LSTM
Trading rule identification by CNN
Asset allocation by LSTM over CNN
Digesting news by NLP with BLSTM
Risk Measurement Using GAN
Chart visual analysis by transfer learning
Better chart analysis using CapsNet
Training trader robots by deep reinforcement learning
What''s next ?

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