There are Probability Model and Deterministic Model in Mathematical Modeling.

In probability model, we use random numbers.

In deterministic model, we use functions, for example,

or if-then rules.
We predict the next after the someone.

In Management Engineering, both models are studied.

In Artificial Intelligence , Bayesian Network is a probability model. And Neural Network is a deterministic model.