Day 1 - Implementing Linear Regression In Python from Scratch



Hello guys,

This is day 1 of my #100DayOfMLCode challenge. Today, I studied the importance of Machine Learning and how we use it to solve real-life problems. I also studied one of the most important algorithms of Machine Learning is Linear Regression.

Linear regression:-


Linear regression is a linear approach to modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables). A line can be represented by the equation, y = m*x + c where y is the dependent variable and x is the independent variable.




Source(Wikipedia)



Linear regression is of two types:-

1. Simple Linear Regression

2. Multiple Linear Regression

Code:-


Output:-



Github here

Thanks.
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