Time Series Analysis in Python

Learn how to use Python , Pandas, Numpy , and Statsmodels for Time Series Forecasting and Analysis!

Created by: Jose Portilla
Head of Data Science at Pierian Training

Created by: Pierian Training
Data Science and Machine Learning Training

What Will I Learn?

• Pandas for Data Manipulation
• NumPy and Python for Numerical Processing
• Pandas for Data Visualization
• How to Work with Time Series Data with Pandas
• Use Statsmodels to Analyze Time Series Data
• Use Facebook's Prophet Library for forecasting
• Understand advanced ARIMA models for Forecasting

Requirements

• General Python Skills (knowledge up to functions)

Target audience

• Python Developers interested in learning how to forecast time series data