Univariate-Linear-Regression-
Linear Regression with NumPy and Python
This project is basically to perform linear regression without use of any special library like scikit-learn
It is very useful if you want to understand the logic behind the Linear Regression
The objective of linear regression is to minimize the cost function Compute the Cost ๐ฝ(๐)
๐ฝ(๐)=1/2๐โ(โ๐(๐ฅ'โ๐ฆ')2
where โ๐(๐ฅ) is the hypothesis and given by the linear model
โ๐(๐ฅ)=๐๐=๐(0)+๐(1)๐ฅ(1)