Hardware - Start small and cheap. If you have it already use it. build it out as you need and understand it.

Software (OS) - Debian based perhaps. Docker probarbly.

Utilities - What would you like to do today? pick one, Pihole is useful.

Once you get something working for yourself, you’ll start to build on that knowledge.

Above all be brave and be curious.