Deep Learning Dictionary - Lightweight Crash Course

Loss Functions - Deep Learning Dictionary

As we've already come to know, an artificial neural networks learns the data its passed as input, and this learning occurs over a specified training period.

We need a way to measure the performance of the network during this training period so that we can understand how well the model is learning the data. This is what we use a loss function for.