During the Annual Enrollment Period (AEP), which runs October 15th to December 7th each year, you can enroll in a Medicare Advantage Plan (MA) and/or a Prescription Drug Plan (PDP). These plans are offered by private insurers who have been approved by Medicare. Some MA plans also include PDP.