Description:Matrix decomposition has become a core technology in machine learning, largely due to the
development of back propagation algorithm in fitting a neural network. The sole aim of this
survey is to give a self-contained introduction to concepts and mathematical tools in
numerical linear algebra and matrix analysis in order to seamlessly introduce matrix
decomposition techniques and their applications in subsequent sections.