Regression Models
Explore linear and logistic regression for predictive modeling and interpret model outputs.
1
Introduction to Regression Models
Regression analysis is a statistical technique used to model relationships between variables. It helps predict outcomes and uncover data patterns.
2
Understanding Linear Regression
Linear regression models the relationship between a dependent and independent variable using a straight line.
model <- lm(mpg ~ hp, data=mtcars)
summary(model)All lessons in this course
- Regression Models
- Time Series Analysis
- Machine Learning Fundamentals