Capacitors

No they are not interchangeable.

An electrolytic capacitor is polarised, like a battery. If you connect it the wrong way around, it will burst hot electrolyte over your workbench.

Ceramic capacitors aren't polarized so they are used in circuits that have both positive and negative voltage.

But it's expensive to make a big ceramic, so the larger capacitors in any circuit are usually electrolytic.