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In the sense of "Linear Algebra" a function $f$ is said to be "linear" if it satisfies the following:

In geometry there is a different concept of "line" and "linear" which is discussed in Equation of a line.
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EquationOfALine LinearAlgebra 
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Function Matrices MatrixMultiplication 

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