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H13-311_V3.5 · Question #253

The determinant of square matrix A is a scalar.

The correct answer is A. True. A is correct because the determinant is a function that maps a square matrix to a single real (or complex) number - a scalar. For a 2×2 matrix [[a,b],[c,d]], det(A) = ad − bc, which yields one number, not a vector or matrix. B is wrong because there is no alternative output…

Machine Learning Basics

Question

The determinant of square matrix A is a scalar.

Options

  • ATrue
  • BFalse

How the community answered

(32 responses)
  • A
    81% (26)
  • B
    19% (6)

Explanation

A is correct because the determinant is a function that maps a square matrix to a single real (or complex) number - a scalar. For a 2×2 matrix [[a,b],[c,d]], det(A) = ad − bc, which yields one number, not a vector or matrix.

B is wrong because there is no alternative output type for a determinant. It cannot be a matrix, vector, or undefined for a valid square matrix - it always resolves to a scalar value.

Memory tip: Think of "det" as a compression machine - it takes an entire square matrix and squishes it down to a single number that encodes geometric information (like how much the matrix scales area/volume). One matrix in, one scalar out.

Topics

#Determinant#Matrix Operations#Linear Algebra#Scalar

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