Abstract
In this Scientific Initiation project, we will analyze some mathematical and computational concepts used in deep learning algorithms. The theoretical topics of interest in the project are part of the Numerical Linear Algebra and Numerical Calculus disciplines: concepts of vectors and matrices, the least squares method, matrix decompositions, eigenvalues ¿¿and eigenvectors, etc. Regarding …