An introduction to proofs and the axiomatic methods through a study of the vector space axioms. Linear analytic geometry. Linear dependence and independence, subspaces, basis. Inner products. Matrix ...

which covers the fundamentals of linear algebra as they are used in applied statistics courses. Some of the topics include, but are not limited to, systems of equations, vectors, matrices, ...

A range of basic mathematical concepts and methods in calculus of one and several variables and in linear algebra are covered and some applications ... Vector spaces including subspaces, linear ...

The course called Applied Linear Algebra in Artificial Intelligence and Machine Learning ... operations on vectors, vector spaces and subspaces, inner product and vector norm, linear dependence and ...