This project is a compilation of computational techniques and its applications to problems in Physics. Computational techniques: (1) numerical derivative, (2) numerical integration, (3) root finding, (4) numerical method to solve coupled differential equations, (5) QR decomposition, (6) singular value decomposition (SVD), (7) matrix diagonalization, (8) data compression, (9) numerical method to solve partial differential equation.