I use my own individual Windows computers at home but also share a PC with my wife and my cat, Mr. Giggles (don't ask). To ease that process, I set up dedicated accounts for each person (and feline).
No Microsoft Account Needed: How to Set Up Windows With a Local Account Microsoft makes it difficult to set up Windows without a Microsoft account, but it's still possible if you know the right tricks ...