Hey! I didn't take the IDA course, so I can only talk about Intelligent Systems.
As I mentioned, the professor is excellent. So was the course. It includes detail explanations of neural networks for the most part. Some philosophical lectures on intelligence, and other topics include brain's neurons, clustering, ensemble networks, associative memory, self-organizing feature maps, etc.
I believe all of these topics are not part of IDA