Linear Algebra has many applications in Data Sciences. Dealing with matrices, vectors, inverses, eigenvalues, eigenvectors, etc is common in Data Science. Here I attempted to explain one of the famous Generalized inverse techniques, Moore-Penrose inverse or also known as Pseudoinverse.