Khan Academy is one of the most expansive databeses of educational videos on the web. They offer over 2,600 lesson videos on a variety of subjects, from math and physics to finance and history.
Note to Pre-Calculus students: Because pre-calculus is heavily based in algebra, many of the topics discussed in class can be found under the "Algebra" section.