147km from Bangkok, Pattaya can be easily accessed from the capital city by trains. You can opt to weekday train service that leaves from Hua Lambphong station at 6:55 am. While returning you can catch the same train at 2:20 from Pattaya. The journey takes around 5 hours, and really pleasant. Cost is also not more than 35B.
