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Linear Algebra

Underneath everything, quantum computing is linear algebra. Gates as matrices, states as vectors, and the tensor product behind the exponential count.

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  1. 13:47 Quantum Computing

    The tensor product: why 10 qubits means 1024 numbers

    One humble operation builds the space that every multi-qubit state lives in, and explains the exponential. Two qubits in, four amplitudes out.

  2. 12:45 Quantum Computing

    Quantum gates are just matrices you can run by hand

    X, H, Z and the rotations: applying a gate is multiplying a matrix by a vector. Literally. Worked by hand, then checked in Qiskit.

  3. 09:38 Milestones

    Three quantum ways to diagonalize a giant matrix

    A surprising number of hard problems are one eigenvalue problem on a matrix too big to build. Variational, Krylov, sample based, compared