The beach resorts are far away and meant for the caucasians, unless you rent a car and drive . Better to stay near the hawker stalls in town eg Jen Penang by Shangrila.
If you like Khaw Boon Wan, you can stay near Ayer Itam as his alma mater Chung Ling is nearby and so is Penang Hill Railway and Dam