This talk is meant to be a gentle overview of recent progress in computational techniques for scattering amplitudes in quantum field theory and their applications. A large portion of the progress occurred over the past two decades, but some of the key ideas have their roots in old days between 1950's and 1990's. The topics to be covered include BCFW recursion relation, scattering equation,...