To go for a walk / To take a walk
The natural collocation for taking a walk. Also dar una vuelta (to take a stroll). Both are very common in everyday Spanish.
After dinner, we always go for a walk.
—Shall we go out? —Yes, let's take a walk in the park.
He feels like going for a walk to clear his head.
I to take a walk every day.