A Transducer measures pressure or load, force or any other state and converts that reading into an electronic signal. The transmitter converts the reading into an electronic signal. It then amplifies, modifies and sends it to a receiver.
Both Transmitter and Transducer are devices, which convert one form of energy into another form and give an output signal.