Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
ŷ(i) is the model’s prediction. Many cost functions used in machine learning, including the MSE, can be derived from the MLE. To see how we can derive loss functions from MLE or MAP there is some math involved and you can skip it and move to next section. Deriving MSE from MLE Linear regression