You need to know what grad is, that's Calc III. Is SVD even covered in Linear Algebra I? Convergence rate is also something you should understand. This stuff i

You need to know what grad is, that's Calc III. Is SVD even covered in Linear Algebra I? Convergence rate is also something you should understand. This stuff is all pretty deep into undergrad curricula.