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High-performance Algorithmic Trading using Machine Learning

Name: High-performance Algorithmic Trading using Machine Learning
Brand: BPB Publications
SKU: 49267457
Price: 14995 HUF
Availability: InStock
Author: Franck Bardol
ISBN: 9789365893892

Franck Bardol

Language

English

Book Paperback

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

Libristo code: 49267457

102 b

14 995 Ft

In stock at our supplier Shipping in 9-15 days

30-day return policy

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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.