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Hands-On Deep Learning for Finance : Implement deep learning techniques and algorithms to create powerful trading strategies /: Implement deep learning techniques and algorithms to create powerful trading strategies. (2020)
Record Type:
Book
Title:
Hands-On Deep Learning for Finance : Implement deep learning techniques and algorithms to create powerful trading strategies /: Implement deep learning techniques and algorithms to create powerful trading strategies. (2020)
Main Title:
Hands-On Deep Learning for Finance : Implement deep learning techniques and algorithms to create powerful trading strategies
Further Information:
Note: Luigi Troiano, Arjun Bhandari, Elena Mejuto Villa.
Table of ContentsDeep learning for finance 101Designing neural network architecturesConstruction, testing and validation of financial modelsIndex replication by auto-encodersVolatility forecasting by LSTMTrading rule identification by CNNAsset allocation by LSTM over CNNDigesting news by NLP with BLSTMRisk Measurement Using GANChart visual analysis by transfer learningBetter chart analysis using CapsNetTraining trader robots by deep reinforcement learningWhat's next ?.
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