Pawel Zielinski and Krystyna Zietak "The polar decomposition - properties, applications and algorithms" In the paper we review the numerical methods for computing the polar decomposition of a matrix. Numerical tests comparing these methods are included. Moreover, the applications of the polar decomposition and the most important its properties are mentioned. Keywords and phrases: polar decomposition, singular value decomposition, complete orthogonal decomposition, approximation of matrices, Procrustes problem, matrix square root, matrix sign, optimal scaling, acceleration, Schultz iteration, Newton's method