Eigenvalues and Eigenvectors Graphical Explanation

#datascience #machinelearning #datavisualization #statistics

In this video, I will talk to you about the graphical interpretation of Eigenvalues and Eigenvectors.

The topics to be discussed today are:

Some general concepts about the technique called Eigendecomposition, which is used to obtain the eigenvalues and eigenvectors of a matrix

We will see how they are graphed, what they represent, how to determine if a given vector is an eigenvector of a matrix, how many eigenvalues and eigenvectors a matrix has

In addition, we will understand the concept of change of basis and know what is special about the eigenvectors of a symmetric matrix compared to those belonging to a non-symmetric matrix.

Видео Eigenvalues and Eigenvectors Graphical Explanation канала Rocio Chavez Ciencia de Datos