This is a comprehensive course on Linear Regression that focuses on the fundamentals of this concept. In this course, you will learn about the need for linear regression, understand its purpose and real-life application. The course focuses on the mathematical as well as the practical aspects. Experience different kinds of regression and understand how to use them during this course. You will implement all the concepts taught both in Python and R as hands-on.

Skills covered

• Linear Regression
• Multiple Linear Regression

Course Syllabus

Linear Regression with Python

• Case Study to understand the need of Linear Regression
• Introduction to Linear Regression
• Introduction to Multiple Linear Regression
• Simple Demo in R and Python