The purpose of this course is to refresh the students' vocabulary and intuition regarding linear algebra, in preparation for entry into the Statistical Analysis and Data Mining course (MATH4350). Students will gain a geometric understanding of matrix equations that occur in a statistical setting and intuition about computer linear algebra routines they are already using in their work.