The first season was filmed entirely on location in London (UK) for Los Angeles. In fact, Matt LeBlanc's beachfront 'Malibu' house is located in North London's Mill Hill district. Camden Town (London) doubles for Las Vegas. A Pinewood Studio car park was used to replicate a Burbank Airport scene.
Matt LeBlanc revealed in a interview that, because the whole season is written in advance, scenes from different episodes are shot in a row, based on the location available.