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orthonormal vectors in a matrix where each column holds one vector, we’re left with an orthogonal matrix ( that has some useful properties which we’ll explore in later sections ), (3) Packing the new orthonormal basis in a matrix W. This matrix will be an orthogonal matrix whose properties will be