I attended my first Catholic funeral today and I was wondering what the different parts of the service convey?

I loved the service, it was very moving and beautiful but to be honest I don’t have a clue what the parts meant. I liked the “Peace by with you” part, and all the other parts. Anybody want to help educate an ignorant heathen? I’m not mocking anything, I really want to learn without being preached to.