What is the difference between "nonresident" and "resident" alien for tax purposes?

What is the difference between "nonresident" and "resident" alien for tax purposes?

A nonresident alien is taxed only on his income from U.S. sources, using special tax withholding, reporting and filing. Resident aliens are taxed on their worldwide income, the same as U.S. citizens.