Linear Algebra › Section A · Linear equations in linear algebra › Topic A.9

The matrix of a linear transformation

Every linear transformation between coordinate spaces is secretly a matrix, and you can find that matrix just by watching where the standard unit vectors go. Once you have it, questions about the transformation become questions about pivots.

In this topic

  • From a description to a matrix
  • The standard matrix
  • Worked example: the rotation matrix
  • Reflections
  • Scalings, shears and projections
  • Worked example: one move after another
  • Onto and one-to-one
  • Tests through the standard matrix
  • Worked example: onto but not one-to-one
  • Common mistakes to avoid
  • Key takeaways

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