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Linear Algebra Quiz

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5 Questions

What is the maximum number of linearly independent vectors in a set of vectors in ℝⁿ?

n

If A is an n × n matrix, then which of the following is true?

A is invertible if and only if its determinant is non-zero

Let A be an n × n matrix. The Cayley-Hamilton theorem states that:

A satisfies its characteristic equation

Let A be an m × n matrix and let T: ℝⁿ → ℝᵐ be the linear transformation defined by T(x) = Ax. What is the rank of A?

the dimension of the image of T

What is the relation between the rank and nullity of a matrix A?

rank(A) + nullity(A) = number of columns of A

Test your understanding of linear algebra concepts, including matrix rank, eigenvalues, eigenvectors, and the Cayley-Hamilton theorem.

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