Yes, but some features are not available while playing offline. Facebook related options, connecting, blog updates from friends and seasoning are all not available. Achievements will not be updated while playing offline. It is also not possible to watch ads when cooking, but don’t worry, you can always use your diamonds!
Make sure to come online on a regular basis to update, save your progress and receive new updates.