Simultaneous Localization And Mapping (SLAM) is a Computational problem where a robot or Autonomous vehicle creates a Map of an unknown environment while simultaneously Keeping track of its own location within that environment. It is crucial for Navigation in robotics and Autonomous Systems, enabling them to operate in dynamic and Previously unexplored settings without relying on External references like GPS.