connections here and we'll use training data to determine which nodes suggest an images urban which suggests it is rural and which don't matter that is we'll use data to train the last layer of the model in practice that training data will be photos that are labeled as either being urban or rural we'll cover more mathematical detail on this training step in a later video notice that we allow all features from one layer to influence or be connected with a prediction layer when this happens we describe the last layer as