Time Series with Python

Goals

• Understand how to use Python to work with Time Series data
• Use Pandas and Stasmodels to visualize Time Series data
• Be able to use a wide variety of forecasting techniques on Time Series data

Sections

• Numpy
• Pandas Overview
• Data Visualization with Pandas
• Time Series with Pandas
• Time Series Analysis with Statsmodels
• General Forecasting Models
• Deep Learning for Time Series Forecasting
• Facebook's Prophet Library