what is a basis linear algebra
The red and blue vectors are the elements of the basis; the green vector can be given with the basis vectors. In linear algebra, a basis is a set of vectors in a given vector space with certain properties: 1  One can get any vector in the vector space by multiplying each of the basis vectors by different numbers, and then adding them up.  If any vector is removed from the basis, the property above is no longer satisfied.