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AI & ML · Linear Algebra

Eigenvalues & eigenvectors

304 problems in this skill, each with a solver-verified answer key. Answers are checked the moment you submit — with a hint if you want one and a worked solution afterwards.

What the problems look like

A few statements from this skill. Answers, hints and worked solutions live in the practice session.

  1. Warm-up

    A 2×22 \times 2 matrix AA has eigenvalues λ1=−3\lambda_1 = -3 and λ2=3\lambda_2 = 3. Find (i) the trace of AA and (ii) the determinant of AA.

  2. Warm-up

    A 2×22 \times 2 matrix AA has eigenvalues λ1=2\lambda_1 = 2 and λ2=−4\lambda_2 = -4. Find (i) the trace of AA and (ii) the determinant of AA.

  3. Warm-up

    A 2×22 \times 2 matrix AA has eigenvalues λ1=−1\lambda_1 = -1 and λ2=3\lambda_2 = 3. Find (i) the trace of AA and (ii) the determinant of AA.

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