Simple Linear Regression From Scratch | With It's Complete Mathematical Logic Explained!!

Опубликовано: 04 Февраль 2026
на канале: ChillyFilly

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Hey guys! Here I've tried to explain Simple Linear Regression in depth. I've started with a basic example of a straight line and then explained how regression can be useful in real life scenarios. I've also tried to cover the derivation of it's formula to calculate slope and intercept. At the end of the video I've I've implemented it using python. I hope you guys like it!

Link to my blog : patrickstar0110.blogspot.com

Link to my other articles :

Part 1 :
Linear Regression From Scratch
  / linear-regression-from-scratch

Part 2 :
Linear Regression Line Through Brute Force.
  / linear-regression-line-through-brute-force

Part 3 :
Linear Regression Complete Derivation.
  / linear-regression-complete-derivation

Part 4 :
Simple Linear Regression Implementation From Scratch.
  / simple-linear-regression-implementation-fr...

Part 5 :
Simple Linear Regression Implementation Using Scikit-Learn.
  / simple-linear-regression-implementation

To get handwritten notes on complete derivation of linear regression formula, leave your mail id in the comment section!

Thank You!