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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

Material type
단행본
Personal Author
Troiano, Luigi. Bhandari, Arjun.
Title Statement
Hands-on deep learning for finance : implement deep learning techniques and algorithms to create powerful trading strategies / Luigi Troiano, Arjun Bhandari.
Publication, Distribution, etc
Birmingham :   Packt Publishing Ltd,   c2020.  
Physical Medium
vi, 429 p. : ill. ; 24 cm.
ISBN
9781789613179
General Note
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

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 T845h Accession No. 111830855 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

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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