Tag: Why We Don't Use Gradient Descent Algorithm In Linear Regression?


  • Why We Don’t Use Gradient Descent Algorithm In Linear Regression?

    Why We Don’t Use Gradient Descent Algorithm In Linear Regression?

    Why We Don’t Use Gradient Descent Algorithm In Linear Regression? Table Of Contents: hI (1) Reason We do apply gradient descent to linear regression, but often it’s not necessary because linear regression has a closed-form solution that is computationally efficient for small to medium-sized datasets. Let me explain: Closed-Form Solution for Linear Regression Here we can directly take the derivative of the Loss function and equate it to zero. Then we can solve the equation to get the optimal value of the beta. How Can We Directly Equate A Single Derivative To Zero To Get The Beta Value. We can

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