The Dot Product Theorem states that the dot product of two vectors can be computed as the product of their magnitudes and the cosine of the angle between them. This theorem provides a powerful method to find the angle between vectors and has significant applications in geometry, particularly in calculating lengths, angles, and determining perpendicularity between vectors.