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Oxford Linear Algebra: Rank Nullity Theorem
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Links to the other videos mentioned:
As with all modules on ProPrep, each set of videos contains lectures, worked examples and full solutions to all exercises.
The video begins with the definition of the kernel and image of a linear transformation, as well as their dimensions as the nullity and rank of the linear map. Next is a fully worked example of a map in R^2 with an explicit calculation of the kernel, image, nullity and rank.
In the second part of the video the Rank Nullity Theorem is presented: the dimension of the starting vector space of a linear map is equal to the rank of the linear map (dimension of its image) plus the nullity of the map (dimension of its kernel). A full step-by-step proof is then presented by constructing a basis for each component.
Watch the other videos from the Oxford Linear Algebra series at the links below.
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Oxford Linear Algebra: Rank Nullity Theorem
Oxford Linear Algebra: Linear Transformations Explained
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