You can search for educational videos in the library collection.
MathWorld^{TM} is an excellent academic and multimedia resource for all researchers and students of mathematics. The site offers easy browsing and searching functions.
The Mathematical Association of America publishes Loci, an online, peer-reviewed journal with articles on all areas of mathematics emphasising the importance of the history of mathematics in teaching.