Linear Algebra, Mathematics, Machine Learning, Norms.
Machine learning, and by understanding them you will have a much better understanding of the fundementals in some of the most wiedly used algorithms and techniques. A few honorable examples would be: Regularization functions i.e. Lasso, Ridge and Elastic Net Regression Loss Functions i.e. Mean