Nonlinear Models, Polynomial Regression, Linear Regression, Regression.
equation, it can be the shape of exponential, logarithmic, and logistic, or many other types. As you can see in all of these equations, the change of Y hat depends on changes in the parameters Theta, not necessarily on X only. That is, in non-linear regression, a model is non-linear by parameters.