In this part, I shall go through the introduction on Gravitational waves, fundamentals of digital signal processing which is required to model gravitational waves, and how Machine-Learning and Deep-Learning have become one of the most crucial tool now to handle this fascinating phenomenon that was first proposed by Einstein himself in his landmark paper in 1916.