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Numberphile's explanation of Quaternions is the simplest I have seen so far:

https://www.youtube.com/watch?v=3BR8tK-LuB0

Quaternions are very important to know if you are doing any kind of 3D math. For instance, game programming or SLAM for robotics.



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