Linear independence is a fundamental concept in linear algebra that describes a set of vectors that do not linearly depend on each other, meaning no vector in the set can be written as a linear combination of the others. This property is crucial for determining the dimension of a vector space, as it ensures that the vectors span the space without redundancy.