High-performance Algorithmic Trading using Machine Learning

Name: High-performance Algorithmic Trading using Machine Learning
Brand: BPB Publications
SKU: 9789365893892
Price: 209.8 RON
Availability: InStock

Autor: Franck Bardol

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Editura: BPB Publications

Disponibilitate: În depozitul extern

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209.80 lei

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

Informații despre carte

Autor

Franck Bardol

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2025

Pagini

342

EAN

9789365893892

ISBN

9365893895

Enbook ID

49267457

Editura

BPB Publications

Greutate

640

Dimensiuni

191 x 235 x 18

Descriere completă

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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