[ FreeCourseWeb.com ] Hands-On Deep Learning for Finance: Implement Deep learning techniques and Algorithms to create Powerful Trading Strategies
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February 28, 2020 | ISBN: 9781789613179 | English | 442 pages | True ( PDF, EPUB, MOBI) | 76.95 MB
Take your quantitative strategies to the next level by exploring nine examples that make use of cutting-edge deep learning technologies, including CNNs, LSTM, GANs, reinforcement learning, and CapsNets
Learn
Implement quantitative financial models using the various building blocks of a deep neural network
Build, train, and optimize deep networks from scratch
Use LSTMs to process data sequences such as time series and news feeds
Implement convolutional neural networks (CNNs), CapsNets, and other models to create trading strategies
Adapt popular neural networks for pattern recognition in finance using transfer learning
Automate investment decisions by using reinforcement learning
Discover how a risk model can be constructed using D-GAN
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