Linear dependence
Vectors are
linearly independent if
So you cannot express one base vector in terms of the rest.
Two vectors are linearly dependent if they are along the same line.
Three vectors are linearly dependent if they are in the same plane.
Basis
A basis for an n-dimensional space is any set of n linearly
independent vectors in
the space.
Any arbitrary vector in the space can be uniquely expressed in
terms of the basis:
Span: