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

  • checkLinear Regression
  • checkMultiple Linear Regression

Course Syllabus

Linear Regression with Python

  • playCase Study to understand the need of Linear Regression
  • playIntroduction to Linear Regression
  • playIntroduction to Multiple Linear Regression
  • playSimple Demo in R and Python

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