If you can handle a wrench and have watched a YouTube tutorial without crying, you can probably install a basic system. Pro tip: Do not attempt if your plumbing resembles a spaghetti monster.
Calling a plumber costs a few hundred bucks, but they guarantee no leaks. Plus, you get to avoid crawling under your sink with a flashlight while muttering things your mother would blush at. Your bad back will thank you.