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

by Reactive Publishing
Sold out
Current price ₹3,731.00
Original price ₹4,272.00
Original price ₹4,272.00
Original price ₹4,272.00
(-13%)
₹3,731.00
Current price ₹3,731.00

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Book cover type: Paperback
  • ISBN13: 9798280005969
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 492
  • Original Price: GBP 32.86
  • Language: English
  • Edition: N/A
  • Item Weight: 654 grams
  • BISAC Subject(s): Business & Productivity Software / Spreadsheets

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.

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