A psychiatrist is a medical doctor. A psychologist has a PhD (doctor of philosophy) in psychology. A therapist specializes in therapy (individual, couples, family, group). A counselor is basically the same as a therapist. Any of these people can do therapy with a client, but only a psychiatrist can prescribe medication.