Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python by Kaabar, Sofien
Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python by Kaabar, Sofien

Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional...
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SKU: 9781098148393
Product Type: Books
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Author: Sofien Kaabar
Format: Paperback
Language: English
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Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python by Kaabar, Sofien

Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python

$141.17
Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python by Kaabar, Sofien

Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python

$141.17
Author: Sofien Kaabar
Format: Paperback
Language: English
Description

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create, trade, and back-test trading algorithms based on machine learning and reinforcement learning.

Sofien Kaabar--financial author, trading consultant, and institutional market strategist--introduces deep learning strategies that combine technical and quantitative analyses. By fusing deep learning concepts with technical analysis, this unique book presents out-of-the-box ideas in the world of financial trading. This A-Z guide also includes a full introduction to technical analysis, evaluating machine learning algorithms, and algorithm optimization.

  • Create and understand machine learning and deep learning models
  • Explore the details behind reinforcement learning and see how it's used in trading
  • Understand how to interpret performance evaluation metrics
  • Examine technical analysis and learn how it works in financial markets
  • Create technical indicators in Python and combine them with ML models for optimization
  • Evaluate the profitability and the predictability of the models to understand their limitations and potential


Author: Sofien Kaabar
Publisher: O'Reilly Media
Published: 02/13/2024
Pages: 359
Binding Type: Paperback
Weight: 1.27lbs
Size: 9.19h x 7.00w x 0.75d
ISBN: 9781098148393
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