Options Trading with Python

By Cole Stratton

Reactive Publishing

Options Trading with Python

Build smarter strategies. Automate your edge.

In the fast-moving world of derivatives, static spreadsheets and gut feelings won't cut it. Options Trading with Python is your hands-on guide to combining financial insight with code-driven execution, helping you design, test, and optimize trading strategies with real precision.

Whether you're an aspiring quant, active options trader, or a Python-savvy investor, this book walks you through:

Pricing models, Greeks, and volatility surfaces

Building and backtesting options strategies from scratch

Using Python libraries like StatsModels, NumPy, Pandas, and yFinance

Simulating P&L distributions and stress-testing strategies

Integrating real-time data for live execution

Creating custom tools for screening, risk control, and entry/exit timing

You'll go beyond theory into the world of automated execution, probabilistic modeling, and data-driven trading - all in Python, the language of modern finance.

Code the trade. Test the edge. Trade with confidence.

• Format: Paperback
• Language: English
• ISBN: B0F2G2GKCK
• ISBN13: 9798315454557
• Release Date: March 2025
• Publisher: Independently Published
• Length: 522 Pages
• Weight: 1.52 lbs.
• Dimensions: 1.1" x 6.0" x 9.0"