Matrix Interpretation
Matrix as Linear Transformation
Any matrix-vector product is essentially a linear transformation.
Any linear transformation can be seen as a change of basis as well.
So matrix multiplication is basically a linear transformation of a vector or change of basis.
where is a matrix and is a vector, denotes the projection of on the columns space of .
Matrix as a Projection
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