High-performance Algorithmic Trading using Machine Learning

Name: High-performance Algorithmic Trading using Machine Learning
Brand: BPB Publications
SKU: 9789365893892
Price: 876 CZK
Availability: InStock

Autor: Franck Bardol

Jazyk:

Vazba: Brožovaná

Vydavatel: BPB Publications

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

876 Kč

This book is a practitioner’s blueprint for building production-grade ML trading systems from scratc...

Informace o knize

Autor

Franck Bardol

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2025

Stránek

342

EAN

9789365893892

ISBN

9365893895

Enbook ID

49267457

Vydavatel

BPB Publications

Hmotnost

640

Rozměry

191 x 235 x 18

Kompletní popis

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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High-performance Algorithmic Trading using Machine Learning

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Mohlo by vás zajímat

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