Basis

What and why

Bases are the fundamental pieces of a subspace $V$. If we want to manipulate a subspace, such as applying a linear transformation $L: V \rightarrow W$ or finding a projection onto the subspace $V$, it turns out that we actually only need to find out what happens to the basis vectors to know what will happen to the entire subspace.