Lecture is something which a professional gives to spread knowledge
like lecture in school, college etc
Discussion is two way communication in which both talker and listener share their ideas. it is more informal type of communication . like Group Discussion. discussion with friends.
Sometimes lecture can be a discussion if the interaction of students(or listener) is more.
But a discussion can rarely be a lecture :)