Building Regression Models with Linear Algebra

In this course, you'll learn how to distinguish between the different types of regression models. You will apply the Method of Least Squares to a dataset by hand and using Python. In addition, you will learn how to employ a linear regression model to identify scenarios. Let's get started!

• Distinguish different regression model types
• Apply the Least Squares Method manually
• Use Python to implement regression models
• Employ linear regression models for scenario analysis

• Basic computer and internet skills
• Ability to understand instructions and complete exercises in English