Understanding linear algebra

Linear algebra is a key branch of mathematics. An understanding of linear algebra is crucial for deep learning, that is, neural networks. Throughout this chapter, we will go through the key and fundamental linear algebra prerequisites. Linear Algebra deals with linear systems of equations. Instead of working with scalars, we start working with matrices and vectors. Using linear algebra, we can describe complicated operations in deep learning.