Here is a little summary of tridiagonal matrix: (But I dunno through what materials to learn a full version of them.)
Eigenvalues and eigenvectors of tridiagonal uniform matrices
How to transform unsymmetrical tridiagonal matrix to symmetrical one
Eigenvalue Plots of Certain Tridiagonal Matrices
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