Nope, i don't think they should or need to be able to. These exercises are useful for mathematical maturity which results in intuition needed to develop novel

Nope, i don't think they should or need to be able to. These exercises are useful for mathematical maturity which results in intuition needed to develop novel algorithms or low level optimizations. Not needed to use existing train and deploy ML algorithms in general.