When I was studying electrical engineering, information theory was a senior or graduate-level class; for example see [1]. The MIT class above for freshman is a nice change; giving students useful tools and topics right at the start of their degree.

[1] https://ocw.mit.edu/courses/6-441-information-theory-spring-...