AI Options Trading with Python (Algorithmic Trading Masterclass)

Amatsuki, Kaito

ISBN 13: 9798315453451
Published by Independently published, 2025
New Soft cover

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Synopsis:

🚀 Unlock the Power of AI in Options Trading—No Finance Professional Should Trade Without it! 🚀

Ready to revolutionize your options pricing strategies using the cutting-edge power of artificial intelligence and Python? Step inside this hands-on guide and uncover the fusion of AI, finance, options theory, and practical Python implementations.

Inside this detailed, example-rich guide, you'll learn:

Master options fundamentals—Discover essential insights into calls, puts, payoffs, and pricing under uncertainty. No confusion: only clear explanations and Python-supported concepts.
Implement Black-Scholes Pricing Model—Explore key techniques such as analytical solutions, greeks calculations, and implied volatilities.
Perform Monte Carlo simulations effortlessly—Run sophisticated price path simulations, risk-neutral valuations, and test your assumptions with realistic market data.
Build Advanced AI Pricing Engines—Leverage power-packed machine learning tools like neural networks, random forests, and deep learning architectures to forecast volatility, compute option prices, and optimize portfolio risks.
Optimize Your Trading Strategies—Utilize proven methods for hyperparameter tuning, rigorous sensitivity analyses, and AI-driven feature engineering.
Full Python Code Included—Every key concept is supported with ready-to-run, fully commented Python code, allowing you to mirror real-world scenarios immediately.

Whether you're a financial analyst, quant trader, student, or AI enthusiast, this in-depth toolkit gives you all the powerful skills required in the high-stakes world of AI-driven options trading. By deploying cutting-edge AI models built with industry-standard Python tools such as TensorFlow, PyTorch, and scikit-learn, you'll price options reliably, manage risk confidently, and outperform traditional approaches every time.

Become the solutions expert who blends finance theory perfectly with practical AI-powered Python know-how—start today!

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Bibliographic Details

Title: AI Options Trading with Python (Algorithmic ...
Publisher: Independently published
Publication Date: 2025
Binding: Soft cover
Condition: New

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