Linear Independence
If there are no constants for a set of vectors that allows any linear combination to sum up to 0.
Formal Definition
If there are no constants for a set of vectors that allows any linear combination to sum up to 0.
a1v1+a2v2+⋯+anvn=0⟹a1=a2=⋯=an=0