It's the numpad period key!
If you don't have a numpad you can set it to something else in the Preferences > Keymap > 3D View > 3D View (Global) > View Selected.
It is also found in the 'View' menu header. You can assign it a quick shortcut so it is tied to Q key or do as spikey suggested.