Dress warm
Try to fish shallow ponds this time of year, makes it easier to find fish and the water is usually warmer. I usually start slow, suspending jerkbaits, tubes, grubs etc. The more aggresive bass will chase a fast moving bait at times. I've got them on spinnerbaits, Ratltraps, and shallow Shad Raps in cold water. Just keep experimenting until you find something that works