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1) Eigenvectors and eigenvalues are the two main concepts of Linear algebra.

2) Eigenvectors are unit vectors that have a magnitude equal to 1.0.

3) Eigenvalues are the coefficients that are applied to the eigenvectors, or these are the magnitude by which the eigenvector is scaled.

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