How to setup my own home server and make it available to anyone?

I'd like to have my own server at home sorta like a home AWS.

How to set up one and make it available to anyone over the Internet? What tech specs should I buy (RAM, CPU, # of cores, operating system, etc.)?

How much does it cost to keep one running all the time?