Skip the tour buses. Route 28T from taksim shows you actual residential istanbul through middle-class areas.

Hour journey to belgrade forest costs standard fare. Way better than those hop-on-hop-off tourist traps charging premium prices.

Forest's decent for walking if you're into that sort of thing