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High-performance Algorithmic Trading using Machine Learning

Language EnglishEnglish
Book Paperback
Book High-performance Algorithmic Trading using Machine Learning Franck Bardol
Libristo code: 49267457
Publishers BPB Publications, June 2025
This book is a practitioner’s blueprint for building production-grade ML trading systems from scratc... Full description
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15 303 Ft
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This book is a practitioner’s blueprint for building production-grade ML trading systems from scratch. It goes far beyond basic return-sign classification tasks, which often fail in live markets, and delivers field-tested techniques used inside elite quant desks. It covers everything from the fundamentals of systematic trading and ML''s role in detecting patterns to data preparation, backtesting, and model lifecycle management using Python libraries. You will learn to implement supervised learning for advanced feature engineering and sophisticated ML models. You will also learn to use unsupervised learning for pattern detection, apply ultra-fast pattern matching to chartist strategies, and extract crucial trading signals from unstructured news and financial reports. Finally, you will be able to implement anomaly detection and association rules for comprehensive insights.

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About the book

Full name High-performance Algorithmic Trading using Machine Learning
Author Franck Bardol
Language English
Binding Book - Paperback
Date of issue 2025
Number of pages 342
EAN 9789365893892
ISBN 9365893895
Libristo code 49267457
Publishers BPB Publications
Weight 640
Dimensions 191 x 235 x 18
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