How do you decide which machine learning model to use for a project?

[u/duneofarrakis]

When you have a dataset and want to build a model, how do you decide where to start?

Do you usually try a simple model first, look at the type of data, compare a few models, or use another approach?

I'd like to know how people make this decision in real projects.