I think the reviews that are complaining about needing ML(machine learning) knowledge were from last year he has greatly changes the structure of the module now and he briefly covers the needed ML content However I do think that if you have never seen ML before this will be a a bit hard for you, the content doesn't directly need you to be good at ML but you if you don't know roughly how things work some of the module may not make sense

As this was the module’s first run, it felt somewhat unstructured, with no clear direction on the overall scope of the content. There were also no past papers for the final exam, but the lecturer did provide a mock exam to help with preparation. Some lectures were straightforward while others were very complex. It requires some basic ML knowledge. The coursework involved CUDA programming, which can be challenging without prior experience. I personally did not find it to be very useful.

Some difficult concepts but everything that is examinable is made clear, and the lecturer is great and very helpful. Coursework was quite tough but if you don't leave it till last minute it should be ok.