Elementary set theory and solution sets of systems of linear equations. An introduction to proofs and the axiomatic methods through a study of the vector space axioms. Linear analytic geometry. Linear ...

Abstract: The book consists of three parts. Part 1 focuses on vectors and their manipulation. Vector algebra, linear functions, linearization, inner products, norms, linear independence, the concept ...

MATLAB coding assignments for the undergraduate upper division level MATH 170A Intro to Numerical Analysis/Linear algebra class at Fall 2014 by Jiawang Nie.

In this section, we're going to take a step back to learn some of the basics of linear algebra - the math that powers most machine learning models. You may not need to know linear algebra just to call ...

Examines point and confidence interval estimation. Principles of maximum likelihood, sufficiency, and completeness: tests of simple and composite hypotheses, linear models, and multiple regression ...