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