Sgd, Machine Learning, Stochastic Gradient.
difference between the predicted outputs of the model and the actual outputs in the training data. The gradient of the cost function is a vector that points in the direction of the steepest increase in the cost function, and the negative gradient points in the direction of the steepest decrease.