The syllabus says "A solid understanding of probability and linear algebra will be required." -- I imagine programming experience and knowledge of basic algorit

The syllabus says "A solid understanding of probability and linear algebra will be required." -- I imagine programming experience and knowledge of basic algorithms and data structures would be helpful as well.