The reason matrix multiplication is the focus is because linear algebra is generic, and creates a pipeline for whatever that generic computation requiring task

The reason matrix multiplication is the focus is because linear algebra is generic, and creates a pipeline for whatever that generic computation requiring task happens to be. The obvious case being things like rendering imagery and transforming point clouds - which if you think about it are completely generic operations.