A core of big data application is to sort out and analyze data through algorithms, which requires a certain mathematical foundation. It is recommended to study linear algebra, probability, discrete mathematics, calculus and so on.

Note that not all big data work requires mathematics, such as big data development work, building and optimizing systems, mainly working in the back end, and mathematics is less used. Web page link