Finance Codebook with Python

Python Codebook for Finance: 40 Scripts for Mastering Investment Analysis

Unlock the power of Python for finance with "Python Codebook for Finance"—a comprehensive guide featuring 40 carefully curated scripts that simplify investment analysis, financial modeling, and data-driven decision-making.

What’s Inside?

• 20 Easy-Level Scripts: Ideal for beginners, these scripts offer a step-by-step introduction to finance coding. You’ll learn how to gather stock data, visualize trends, calculate moving averages, and more.
• 20 Medium-Level Scripts: Designed for intermediate users, these scripts delve into more advanced financial concepts like portfolio optimization, correlation analysis, Magic Formula Investing, and fundamental analysis dashboards.
• Real-World Applications: All scripts are built using real, dynamic data sources like yfinance, Financial Modeling Prep, and other APIs. No predefined or mocked data—everything is set up for practical, hands-on learning.
• Complete Guidance: Each script comes with clear explanations, output interpretations, and code breakdowns to enhance your understanding and help you apply Python effectively in real-world finance scenarios.

Who Is This Book For?

Whether you're an aspiring data scientist, a finance professional looking to enhance your coding skills, or an investor seeking to make informed, data-driven decisions, this book offers something for everyone.

Why This Book?

• Effortless Learning: All scripts are written to be beginner-friendly, progressing gradually to medium complexity.
• Versatile Use Cases: Use the scripts for stock analysis, portfolio management, risk assessment, options pricing, ESG analysis, and more.
• Build Your Own Tools: Implement the scripts independently or adapt them to build your personal finance tools and dashboards.