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 ...

MAT1110 – Calculus and Linear Algebra MAT1120 – Linear Algebra / MAT1125 – Advanced linear Algebra Overlapping courses 10 credits overlap with STK2000 – Some central models and methods in statistic ...

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 of a basis, ...

Introduction to Linear Regression - Introduction Introduction In this section, you're going to learn about one of the most basic machine learning models, linear regression! Many of the ideas you learn ...

MATH.2210 — Undergraduate Id: 008281 Offering: 1 Credits: 3-3 Description Elementary set theory and solution sets of systems of linear equations. An introduction to proofs and the axiomatic methods ...

Linear Circuit Transfer Functions: An introduction to Fast Analytical Techniques teaches readers how to determine transfer functions of linear passive and active circuits by applying Fast Analytical ...

Introduces ordinary differential equations, systems of linear equations, matrices, determinants, vector spaces, linear transformations, and systems of linear differential equations. Prereq., APPM 1360 ...