Principal Component Analysis
Eigenvalues and Eigenvectors
What is an eigenvector? What is an eigenvalue? What is the relationship between the two?
Principal components
TV & Movies only contain 2D information but most of the information is still preserved and the depth information does not add too much value. Thus, we can reduce the dimensionality of the data by projecting it onto a 2D plane.