For example,
> What kind of CNN architectures for classification do you know?
Is rated as an expert level question, but reads more like "what are some of your favorite pokemon?".
> What kind of CNN architectures for classification do you know?
Is rated as an expert level question, but reads more like "what are some of your favorite pokemon?".
You can't ask someone just out of a stats program about CNNs because they probably have never touched them, even though for someone doing a lot of DL work in CS may consider this trivial, so you mark it as intermediate. And you can't ask someone with 10 years of pre-DL experience in DS about CNNs because they've been doing forests and regression and clustering and such, so you move it from intermediate to advanced.
In other words, it's "advanced" because HR wants to make sure it's "optional".