Machine Learning Models in Quantitative Finance: A Practical Guide to Forecasting, Pricing, and Signal Generation - Couverture souple

Bisette, Vincent; Publishing, Reactive

 
9798280005969: Machine Learning Models in Quantitative Finance: A Practical Guide to Forecasting, Pricing, and Signal Generation
Couverture souple
ISBN 13 : 9798280005969
Editeur : Independently published, 2025

Synopsis

Reactive Publishing

Machine Learning Models in Quantitative Finance: A Practical Guide to Forecasting, Pricing, and Signal Generation

By Vincent Bisette

Unlock the power of machine learning in financial markets—without needing a PhD in data science.

This 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 forecasting, pricing models, and signal generation.

Inside, you’ll discover:

  • Practical ML models tailored for time series, options pricing, and strategy development

  • Step-by-step implementation using Python and Excel

  • Techniques to engineer features, reduce overfitting, and optimize model performance

  • Case studies on using random forests, XGBoost, and neural networks for alpha generation

  • How to build ML pipelines that integrate seamlessly with existing quant workflows

You won’t find generic theory or fluff—just battle-tested tools and frameworks 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.

Finance moves fast. So should your models.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2025
Langue
anglais
ISBN 13 
9798280005969
Reliure
Broché
Nombre de pages
491
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.fr/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
Luxembourg