Complete Linear Regression in Python: Statistics and Coding
What you'll learn
Linear regression statistics basics
Assumptions of linear regression hypothesis testing sampling
Program your own version of a linear regression model in Python
Derive and solve a linear regression model, and apply it appropriately to data science problems.
Hi Everyone welcome to new course which is created to sharpen your linear regression and statistical basics. linear regression is starting point for a data science this course focus is on making your foundation strong for deep learning and machine learning algorithms. In this course I have explained hypothesis testing, Unbiased estimators, Statistical test , Gradient descent. End of the course you will be able to code your own regression algorithm from scratch.