Multivariate Linear Regression (Multiple-Linear Regression) Essentials Video
- Be able to explain multivariate linear regression and its use cases. Regression analysis is a powerful statistical method that allows us to examine the relationship between two or more variables of interest. A Dependent Variable is the main factor that we are trying to understand and predict. An Independent Variable is a factor that we want to hypothesize has an impact on our dependent variable.
- Practice the steps of defining dependent and independent variables, and establishing a comprehensive data set.
- Practice multivariate linear regression using the Boston Housing Prices Dataset to predict housing prices.
- Use the Python libraries of pandas, numpy, seaborn, and matplotlib to work with Multivariate Linear Regression..
Instructor: Advait Jayant
Length: 1 hour
Access period: For one year starting from purchase date