If you're doing matrix multiplication from scratch it sure isn't! But I do think that by hand implementations of k means or k-nn or cross validation would be a

If you're doing matrix multiplication from scratch it sure isn't! But I do think that by hand implementations of k means or k-nn or cross validation would be appropriate for folks who are interviewing for ML positions...