Question $4$: Linear Algebra and Machine Learning

Linear algebra plays a crucial role in machine learning algorithms.

Explain how vectors and matrices are used in representing data and models in machine

learning.

Describe the process of solving a system of linear equations $Ax=b$ and its relevance

to machine learning.

Provide an example of a machine learning algorithm that heavily relies on linear algebra

and discuss its operation.