Today we're looking at tools for predictive analysis. A key tool for that analysis is Linear Regressions.
Don't be scared by the math. By understanding a few fundamental concepts we'll be able to do a lot.
- Role of regressions in predictive analysis
- Dependent and Independent variables
- Fitting a model
- Plot and display a linear regression
- Split data into train and test samples
- Draw conclusions from models