Data, Data Science, Machine Learning, Mathematics, Gradient Descent.
are aware that a single prediction’s error is determined by: We may now square the error to remove the negative sign and then add all of the errors for the n predictions to evaluate a cost function. Additionally, since the total amount of errors could become extremely big, the value can be