Representation of Data: Machine learning models operate on data, which is often represented as matrices and vectors. Linear algebra provides the mathematical framework to manipulate and process this ...

Advanced linear algebra forms the backbone of many sophisticated algorithms in data science and machine learning. It enables us to manipulate high-dimensional data, extract meaningful patterns, and ...

These are some notes I've written to try to teach linear algebra and related aspects of linear differential equations to students of theoretical neuroscience. I've also included a nice set of notes ...

Hadamard Matrices: Constructions using Number Theory and Algebra provides students with a discussion of the basic definitions used for Hadamard Matrices as well as more advanced topics in the subject, ...

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 ...

Please ensure you check the module availability box for each module outline, as not all modules will run in each academic year. Each module description relates to the year indicated in the module ...