The course (so far) is up on youtube now, for the record. (channel link)
I think it's about 2nd or 3rd year undergrad stuff, going by UQ's bachelor of engineering program. Tbh probably not the best place to start without some earlier mathematics and coding fundamentals.
I actually did my undergrad thesis on the advanced version of this stuff, inventing kernel functions for protein binding site structural descriptions.