parameters here are just the size of the neural net of the model. Each unit of computation has its own parameter that needs to be fit. Bigger model = more layer

parameters here are just the size of the neural net of the model. Each unit of computation has its own parameter that needs to be fit. Bigger model = more layers or units of computations = more parameters.