Learn what linear algebra is and what are the main applications in the machine learning

Learn what the vectors are, where we use them, how we add them and multiply with scalars

Learn more about basis vectors and what is linear combination and the span of vectors

Find out how to connect a matrix-vector multiplication with a linear transformation

Find out what the determinant is and why we use it in linear algebra

Learn about inverse matrices, rank, column and null space

Learn about Dot product of two vectors. It is one of the fundamental operators in Linear Algebra

In this post we will learn how to go from our standard (x,y) coordinate system into some other bases

Best way to understand and visualizie eigenvalues and eigenvectors

Learn about SVD - one of the most important algorithms in Linear Algebra, math, and engineering.