The degree wont help with leetcode unless you did it in the last year or so. Leetcode is about practice. Doing a degree and revising for an exam is a similar kind of practice.

Natural aptitude to a certain extent is required, but if you are coding you probably have it. Then it is practice: there is nothing easier than a question you already answered in practice and you recognise the shape.