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ECE elective: Linear Dynamical Systems

Applied linear algebra, least squares, eigenvalues and the matrix exponential, the SVD, controllability and estimation.

Applied linear algebra, least squares, eigenvalues and the matrix exponential, the SVD, controllability and estimation. Free courses and textbooks, a self-check for every unit, and a build you can rerun, confirmed by people. An elective of the Varsity Curriculum: Electrical & Computer Engineering.

Part of: Electrical & Computer Eng. · Proves for: UG

0 required outcomes10 weeksCredential on completion

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ECE elective: Linear Dynamical Systems

Elective: Linear Dynamical Systems.

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4 milestones

  1. 1Applied linear algebra and least squares
  2. 2Autonomous systems, eigenvalues and the matrix exponential
  3. 3Inputs and outputs, the SVD, controllability and estimation
  4. 4Estimate a moving object's state from noisy data

Resources for this path

No affiliate links. No sponsored placements.

Free Stanford course: 20 lectures, notes, homework and exams with solutions.

Free Stanford course. Used in the Mathematics curriculum; extra reading here.

Free Python notebooks in the browser.

Free numerical computing (MATLAB-like) for notebooks and scripts.