Projection formulas are mathematical expressions used to map a vector onto a subspace, typically by finding the component of the vector that lies within that subspace. These formulas are essential in various fields such as linear algebra, computer graphics, and machine learning for simplifying computations and analyzing data in reduced dimensions.