I think Uncle Ben means a lot to Peter because he has been there throughout his life. He raised him. It's not just one lesson. It's EVERY lesson that he's taught him.

When Uncle Ben tells Peter that Aunt May would love the work that he’s doing, Peter assumes Ben is talking about his Spider-Man photography. However, that’s not what Uncle Ben is referring to.