What is the difference between parametric and non-parametric models?

Question

Machine Learning — Medium

What is the difference between parametric and non-parametric models?

Accepted Answer

Parametric models have a fixed number of parameters determined by the model structure, while non-parametric models have complexity that grows with the training data. This difference in scalability is crucial in understanding the distinction between the two types of models.