Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
final optimal values of w0 & w1 (where the MSE Loss function is minimum) are given by: Expression for the Optimal values of w0 & w1 [Image by author] The calculations are illustrated in the table below: Calculations on our toy dataset [Image by author] Calculation of optimal values of w0 & w1 by