Data Science, Loss Function, Machine Learning, Neural Networks, TensorFlow.
values with a large error are penalized. MSE is also a convex function (as shown in the diagram above) with a clearly defined global minimum — this allows us to more easily utilize gradient descent optimization to set the weight values. Here is a standard implementation in TensorFlow — built into