Many machine learning books tell you that having a working knowledge of linear algebra. I would argue that you need a lot more than that. Extensive experience with linear algebra is a must-have ...

Last year, I started writing about my experiences taking courses on machine learning and artificial intelligence. One of the big, unexpected problems I ran into was calculus and linear algebra. I ...

Eurasia Journal of Mathematics Science and Technology Education (2024). [3] Linear algebra teaching and learning: themes from recent research and evolving research priorities.

The teaching and learning of linear algebra have evolved significantly over recent decades, underpinned by diverse approaches ranging from theoretical expositions to dynamic, model-based environments.

Students must have completed Stochastic Processes (ST409). Students are expected to have done ST409; students who haven't done ST409 need to obtain permission from the lecturer by providing a ...

This course introduces a range of computational problems in financial markets and illustrates how they can be addressed by using tools from machine learning. In particular, portfolio optimisation, ...