Sprawling park in the middle of the city. Plenty of picturesque sites along the El Prado going from the San Diego Natural History Museum to Nate's Point Dog Park. Has 17 museums (everything from art to science to model trains). I suggest parking near the Natural History Museum museum lot along Park Blvd. You may also use the Zoo parking lot without paying for the zoo on really busy days. About a 2 mile drive (10 mins) from the wedding venue.
If I had to pick one beach in town to visit, this is it. The island of Coronado is a ritzy little beach town, so its a good place to walk around after you relax on the beach. The island is where the Truman Show was filmed, if you want to get a sense of the vibe you are walking into. 13-14 minute drive from the wedding venue (6-7 miles).
See this link for a general overview of neighborhoods around the city.