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H13-311_V3.5 · Question #311

A scalar k is multiplied by matrix A equal to k and each of the numbers in A is multiplied.

The correct answer is A. True. Multiplying a scalar k by matrix A means every element in A is multiplied by k - this is the definition of scalar multiplication, making the statement True (A). For example, if k = 3 and A = [[1, 2], [3, 4]], then kA = [[3, 6], [9, 12]], confirming each entry is scaled by k…

Machine Learning Basics

Question

A scalar k is multiplied by matrix A equal to k and each of the numbers in A is multiplied.

Options

  • ATrue
  • BFalse

How the community answered

(31 responses)
  • A
    74% (23)
  • B
    26% (8)

Explanation

Multiplying a scalar k by matrix A means every element in A is multiplied by k - this is the definition of scalar multiplication, making the statement True (A). For example, if k = 3 and A = [[1, 2], [3, 4]], then kA = [[3, 6], [9, 12]], confirming each entry is scaled by k. Option B (False) is incorrect because scalar multiplication does not selectively apply to some entries or only affect the matrix's determinant - it uniformly scales all elements.

Memory tip: Think of the scalar as a "volume knob" - turning it up or down changes every number in the matrix by the same factor, no exceptions.

Topics

#Scalar Multiplication#Matrix Operations#Linear Algebra#Matrices

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