In this video, the teacher explains how to compute the volume of a solid, specifically a rectangular prism, by using the dimensions and counting unit cubes. The lesson emphasizes the importance of efficiency and introduces a more effective method of calculating volume by finding the area of the base and multiplying it by the height.