The Math behind Linear Regression скачать в хорошем качестве

The Math behind Linear Regression

This video explains the math behind Linear Regression. We will start by summarizing a problem discussed in a previous video and then we will show the derivation of the formulas used to solve a Linear Regression problem. ------ This is the link of the Linear Regression problem summarized here:    • Linear Regression Explained - The long jou...   This is the video of the Regression Metrics mentioned here:    • Regression Metrics used in Machine Learning   ------------------------ Chapters of this video 0:00 Intro 0:18 Long Journey Problem 1:06 Linear Regression 2:04 Math of Simple Linear Regression and Ordinary Least Squares 3:16 Find b coefficient 5:34 Find m coefficient 7:11 Closed-form solution 7:42 Math of Linear Regression with multiple variables 9:12 Ordinary Least Squares with multiple variables 11:15 Find the coefficients of the Linear Regression 15:15 Closed-form solution with multiple variables 15:32 Solution of the Long Journey Problem 16:49 End #ValianTekWorld