I took the same course as part of the OMS CS[0] program. I wasn't terribly a fan of the lectures, but the most fascinating part for me was the course project: building an AI agent that solves Raven's Progressive Matrices[1], basically a visual IQ test. Really intriguing and challenging stuff... easy to get "easy" problems right, but incredibly hard for any of the harder[2] ones. I do wish I didn't have to mess with any computer vision, and instead spent more time integrating more concepts in KBAI.
[0]: http://www.omscs.gatech.edu/
[1]: https://en.wikipedia.org/wiki/Raven%27s_Progressive_Matrices
[2]: http://www.highiqpro.com/iq-tests-iq-scores-iq-questions/mat...