The language of film encompasses various elements beyond verbal communication, including camera angles, movements, colors, lighting, and editing, all of which significantly contribute to narrative construction. The camera serves as a crucial link between cinematography and storytelling, with visual content carefully arranged and presented through editing to enhance audience engagement. Analyzing the camera is vital in understanding film language, particularly through the concept of the shot, which is the fundamental unit of filmmaking. Shots, comprising sequences of moving images, create the illusion of motion and carry contextual significance that enriches narrative development. This research paper examines different types of shots and their implications within film language, employing machine learning techniques to deepen our understanding of these components and their interplay in cinematic storytelling.