prerequisites
This liveProject is for data analysts with a basic understanding of time series methods and data manipulation tools in Python including pandas. To begin this liveProject, you will need to be familiar with:
TOOLS
- Intermediate knowledge of Python, particularly the pandas, NumPy, and sklearn libraries
TECHNIQUES
- Intermediate time series methodologies
you will learn
In this liveProject, you’ll learn how to implement a time series forecast through analysis of seasonality and trend patterns, along with proper configuration of ARIMA model parameters.
- Manipulate a dataset with pandas
- Implement time series forecasts with pmdarima