Linear Regression Explained | A Beginner's Guide To Regression | The Basics You Need to Know!

🔥 Linear Regression is a statistical and the simplest regression model used for finding the linear relationship between a dependent and one or more independent variables. The goal is to find the best-fitting straight line through a set of data points. The video aims to explain the concept of linear regression by understanding the linear functions. The visuals and learning procedure presented in the video further strengthen the understanding of the main concept. There are still important points about linear regression that will be addressed in the upcoming videos, so follow us not to miss them! 🔍 Key points covered: 0:00 - What is Linear Regression? 0:25 - Introduction to the House Price Prediction Example. 0:34 - Linear functions. 0:54 - Simplest example of Linear Regression. 1:15 - Weights and Bias. 1:38 - The procedure of finding the correct weights. 2:02 - Visualization of the learning procedure. 2:37 - Subscribe to us! 🔔 Don't forget to like, subscribe, and hit the bell icon to stay updated with our latest videos! 🤖 Note that we use synthetic generations, such as AI-generated images and voices, to enhance the appeal and engagement of our content. 🌐 If you have any questions or topics you want us to cover, leave a comment below. Additionally, share with your thoughts about the content, how do you think we can make them better? Thanks for watching!