What you'll learn

Use NumPy to quickly work with Numerical Data

Use Pandas for Analyze and Visualize Data

Use Matplotlib to create custom plots

Learn how to use statsmodels for Time Series Analysis

Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..

Use Exponentially Weighted Moving Averages

Use ARIMA models on Time Series Data

Calculate the Sharpe Ratio

Optimize Portfolio Allocations

Understand the Capital Asset Pricing Model

Learn about the Efficient Market Hypothesis

Conduct algorithmic Trading on Quantopian