Python Fundamentals for Finance: A survey of Algorithmic Options trading with Python

Title Page
Contents
Chapter 1: Introduction to Options in Finance
Chapter 2: Python Programming Fundamentals for Finance
Chapter 3: Python-based Market Data Analysis
Chapter 4: Enforcing Black Scholes in Python
Chapter 5: Advanced Concepts in Trading and Python
Additional Resources
How to install python
Python Libraries for Finance
Key Python Programming Concepts
How to write a Python Program
Financial Analysis with Python
Trend Analysis
Horizontal and Vertical Analysis
Ratio Analysis
Cash Flow Analysis
Scenario and Sensitivity Analysis
Capital Budgeting
Break-even Analysis
Creating a Data Visualization Product in Finance
Data Visualization Guide
Algorithmic Trading Summary Guide
Financial Mathematics
Black-Scholes Model
The Greeks Formulas
Stochastic Calculus For Finance
Brownian Motion (Wiener Process)
Itô's Lemma
Stochastic Differential Equations (SDEs)
Geometric Brownian Motion (GBM)
Martingales