Multivariate Linear Regression (Multiple-Linear Regression) Essentials Video

Multivariate Linear Regression (Multiple-Linear Regression) Essentials Video

Objectives:

1. 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.
2. Practice the steps of defining dependent and independent variables, and establishing a comprehensive data set.
3. Practice multivariate linear regression using the Boston Housing Prices Dataset to predict housing prices.
4. 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