A free online gemology school and reference site with well-categorized tutorials.
The National Museum of Natural History offers a massive online galley of minerals and gemstone photographs. There is also an useful search function.
Would you like a feel of how and what students in big-name universities learn? The department of Earth & Planetary Sciences of UC Berkeley has freely made their lecture notes and course material available to the public.