I'd include basic stats before I'd include linear algebra. You should know it's used in deep learning but unless you need to include some math in a research pa

I'd include basic stats before I'd include linear algebra. You should know it's used in deep learning but unless you need to include some math in a research paper to impress the reviewers (true story) you never need it.