Deep understanding of the linear regression model is a key in the eld of Machine learning, it is required to know the underlying mathematics behind the linear regression model, this is what will help us understand how to minimize the error or cost function, in order to get the appropriate linear line either it is simple linear regression or multiple linear regression..
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