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Advanced Linear Algebra, Lecture 3.4: The determinant of a linear map
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Advanced Linear Algebra - Advanced Linear Algebra, Lecture 3.4: The determinant of a linear map

Unlock the Power of Vector Spaces: Master Advanced Linear Algebra with Professor Macauley. Dive deep into theory and applications, from eigenvectors to spectral theorems. Enhance your mathematical prowess and transform complex problems into elegant solutions.

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43 learners

What you'll learn

Understand key concepts of vector spaces, including spanning, independence, and bases.
Analyze the role of eigenvalues, eigenvectors, and the spectral theorem in linear mappings.
Apply the Gram-Schmidt process and orthogonal projection in various contexts.
Evaluate the properties and applications of quadratic forms and spectral resolutions.

This course includes

  • 25.5 hours of video
  • Certificate of completion
  • Access on mobile and TV

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Advanced Linear Algebra, Lecture 3.4: The determinant of a linear map In this lecture, we show that there is always a nonzero alternating n-linear form, and along with our previous result that any two such forms are linearly independent, we conclude that the subspace of alternating n-linear forms is 1-dimensional. Given such a form f, every linear map T from a vector space X to itself defines a new alternating n-linear form, defined by first applying T to each entry. This is a linear map on the 1-dimensional subspace of such forms, and so it is simply a scalar function f→λf. The constant λ is the determinant of T. We restate this result in the language of universal properties, and then finish by proving a few basic properties about the determinant in this basis-free language. Course webpage: http://www.math.clemson.edu/~macaule/math8530-online.html

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