Linear Transformation A mapping between two vector spaces that preserves the operations of vector addition and scalar multiplication. Matrix multiplication(The dot product of a vector) Calculate how similar between X1 & X1, X2 & X1∙∙∙look. Linear combination of column vectors vector symbol