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algorithm Update the weight in the opposite direction of the gradient. The equation has w as weights, alpha as the learning rate and the gradient of the cost function j(w,b). Note: Even though we use a partial derivative of the cost function J, we call it a derivative or gradient. 2. Similarly, we