Linear Algebra, Dot Product, Study, Math, Learn.
https://www.youtube.com/watch?v=jBsC34PxzoM You may think about a vectors coordinates such as the z coordinate would be to take its dot product with k-hat. An alternate geometric interpretation would be to consider the parallelepiped that it creates with the other two basis vectors. source —