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Linear independence is a concept in linear algebra that pertains to a set of vectors. A set of vectors is said to be linearly independent if no vector in the set can be expressed as a linear combination of the others. This means that there are no scalars (coefficients) such that a linear combination of the vectors results in the zero vector, unless all the coefficients are zero.