- A matrix $A$ is called singular if it is not invertible, which means there does not exist a matrix $B$ such that $AB = BA = I$, where $I$ is the identity matrix.
- An eigenvalue of a matrix $A$ is a scalar $\lambda$ such that there exists a nonzero vector $v$
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