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AI & ML · Linear Algebra

Matrix decompositions

196 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

    Gaussian elimination writes A=LUA = LU with unit lower-triangular L=(10m1)L = \begin{pmatrix} 1 & 0 \\ m & 1 \end{pmatrix}. For A=(−2−4−8−1)A = \begin{pmatrix} -2 & -4 \\ -8 & -1 \end{pmatrix}, find the multiplier mm used to eliminate the (2,1)(2,1) entry (row2 →\to row2 −m⋅- m\cdotrow1).

  2. Warm-up

    Gaussian elimination writes A=LUA = LU with unit lower-triangular L=(10m1)L = \begin{pmatrix} 1 & 0 \\ m & 1 \end{pmatrix}. For A=(54153)A = \begin{pmatrix} 5 & 4 \\ 15 & 3 \end{pmatrix}, find the multiplier mm used to eliminate the (2,1)(2,1) entry (row2 →\to row2 −m⋅- m\cdotrow1).

  3. Warm-up

    Gaussian elimination writes A=LUA = LU with unit lower-triangular L=(10m1)L = \begin{pmatrix} 1 & 0 \\ m & 1 \end{pmatrix}. For A=(−4116−2)A = \begin{pmatrix} -4 & 1 \\ 16 & -2 \end{pmatrix}, find the multiplier mm used to eliminate the (2,1)(2,1) entry (row2 →\to row2 −m⋅- m\cdotrow1).

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