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Neural Finance: Deep Learning Architectures for Predicting Markets and Managing Risk by Reactive Publishing

Neural Finance: Deep Learning Architectures for Predicting Markets and Managing Risk

by Reactive Publishing
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Book cover type: Paperback
  • ISBN13: 9798280011243
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 332
  • Original Price: GBP 15.17
  • Language: English
  • Edition: N/A
  • Item Weight: 445 grams
  • BISAC Subject(s): Finance / Financial Engineering

Reactive Publishing

Unlock the Future of Finance with Deep Learning

In an age where markets move faster than human intuition can follow, Neural Finance delivers a breakthrough roadmap for leveraging deep learning to outpace traditional investment strategies. This comprehensive guide bridges the gap between cutting-edge AI architectures and real-world financial application, offering readers a powerful toolkit to forecast trends, manage risk, and engineer intelligent trading systems.

From convolutional neural networks for time-series analysis to transformer models in portfolio optimization, Johann Strauss demystifies the science behind the models and equips financial professionals, quants, and developers with practical implementation strategies.

Inside this book:

  • How to use LSTMs and GRUs for sequential market prediction

  • Applying autoencoders for anomaly detection and risk control

  • Building reinforcement learning agents for algorithmic trading

  • Integrating transformers to interpret macroeconomic signals

  • Using real market datasets to train and validate neural models

Whether you're a financial analyst looking to future-proof your skills, or a data scientist venturing into capital markets, Neural Finance is your definitive guide to mastering AI in the financial arena.

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