Now we are ready to see how matrix algebra can be useful when analyzing data. We start with some simple examples and eventually arrive at the main one: how to write linear models with matrix algebra ...

CVLA Interactive AI Lab is an advanced educational platform for exploring Complex Variables and Linear Algebra through interactive visualizations and AI-powered tools. The Eigen Exploratorium basket ...

Perhaps the most beautiful aspect of mathematics is that it applies to literally everything, even things that do not exist in ...

Abstract: This book contains the key linear algebra and optimization techniques at the forefront of active data-science and machine learning practice today. This is an appropriate choice of content ...

What is this course about? This module offers an introduction to linear algebra which is essentially a set of notational conventions and operations which allow you to manipulate large systems of ...

A linear function approximator is a function y=f(x,w) that is linear in the weights, though not necessarily linear in the input x: Linear function approximators have several nice properties. For ...