College Park is a neighborhood in Orlando, Florida with a population of 11,310. College Park is in Orange County and is one of the best places to live in Florida. Living in College Park offers residents a dense suburban feel and most residents own their homes. In College Park there are a lot of bars, restaurants, coffee shops, and parks. Many young professionals live in College Park and residents tend to lean conservative. The public schools in College Park are above average.