{"product_id":"machine-learning-models-in-quantitative-finance-a-practical-guide-to-forecasting-pricing-and-signal-generation-9798280005969","title":"Machine Learning Models in Quantitative Finance: A Practical Guide to Forecasting, Pricing, and Signal Generation","description":"\u003cp\u003e • Author(s): Reactive Publishing\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Business \u0026amp; Productivity Software - Spreadsheets\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eMachine Learning Models in Quantitative Finance: A Practical Guide to Forecasting, Pricing, and Signal Generation\u003cp\u003e\u003cb\u003eBy Vincent Bisette\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eUnlock the power of machine learning in financial markets-without needing a PhD in data science.\u003c\/p\u003e\u003cp\u003eThis hands-on guide delivers a focused, tactical approach to integrating machine learning into quantitative finance. Designed for analysts, traders, and finance professionals, this book demystifies the process of applying ML to real-world financial data for \u003cb\u003eforecasting\u003c\/b\u003e, \u003cb\u003epricing models\u003c\/b\u003e, and \u003cb\u003esignal generation\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003eInside, you'll discover: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003ePractical ML models tailored for time series, options pricing, and strategy development\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStep-by-step implementation using Python and Excel\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTechniques to engineer features, reduce overfitting, and optimize model performance\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCase studies on using random forests, XGBoost, and neural networks for alpha generation\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHow to build ML pipelines that integrate seamlessly with existing quant workflows\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eYou won't find generic theory or fluff-just \u003cb\u003ebattle-tested tools and frameworks\u003c\/b\u003e that work in volatile markets. Whether you're building your first predictive model or fine-tuning your algo trading stack, this book gives you the edge.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFinance moves fast. So should your models.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45554951094423,"sku":"9798280005969","price":3731.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798280005969.webp?v=1768589177","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-models-in-quantitative-finance-a-practical-guide-to-forecasting-pricing-and-signal-generation-9798280005969","provider":"Atlantic Books","version":"1.0","type":"link"}