Hands-On Financial Trading with Python

Table of Contents

1. Introduction to algorithmic trading
2. Exploratory Data Analysis in Python
3. High-speed Scientific Computing using NumPy
4. Data Manipulation and Analysis with Pandas
5. Data Visualization using Matplotlib
6. Statistical Estimation, Inference, and Prediction
7. Financial Market Data Access in Python
8. Introduction to Zipline and PyFolio
9. Fundamental algorithmic trading strategies