{"product_id":"machine-learning-for-fx-trading-predictive-models-alternative-data-and-python-implementation-9798198956544","title":"Machine Learning for FX Trading: Predictive Models, Alternative Data, and Python Implementation","description":"\u003cp\u003e • Author(s): Hayden Van Der Post | Danny Munrow | Henrik S. Madsen\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Foreign Exchange\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eMachine Learning for FX Trading provides a practical, hands-on guide to applying machine learning techniques specifically to foreign exchange markets.\u003c\/p\u003e\u003cp\u003eThis book bridges the gap between theoretical machine learning and real-world FX trading by focusing on predictive modeling, alternative data sources, and production-ready Python implementation. Readers will learn how to build, evaluate, and deploy models that analyze currency pair movements using both traditional and non-traditional datasets.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You'll Find Inside: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCore machine learning models suitable for FX price prediction and regime detection\u003c\/li\u003e\n\u003cli\u003eMethods for sourcing, processing, and integrating alternative data into trading strategies\u003c\/li\u003e\n\u003cli\u003ePractical Python code examples using modern libraries for data handling, feature engineering, model training, and backtesting\u003c\/li\u003e\n\u003cli\u003eTechniques for model validation, overfitting prevention, and performance evaluation in live market conditions\u003c\/li\u003e\n\u003cli\u003eBest practices for moving from research to implementation in algorithmic trading systems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWritten for quantitative traders, data scientists, and developers with intermediate Python skills and basic knowledge of financial markets, this book emphasizes clarity and reproducibility over hype. All examples are designed to be directly adaptable to your own trading research and development workflow.\u003c\/p\u003e\u003cp\u003eWhether you are looking to enhance existing strategies with machine learning or build new systematic approaches for the FX market, this book offers structured, code-first guidance grounded in practical application.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47889949163671,"sku":"9798198956544","price":3381.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798198956544.webp?v=1781178312","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-for-fx-trading-predictive-models-alternative-data-and-python-implementation-9798198956544","provider":"Atlantic Books","version":"1.0","type":"link"}