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What will be the output of this code?

medium📝 Predict Output Q5 of 15
SciPy - Linear Algebra (scipy.linalg)
What will be the output of this code?
import numpy as np
from scipy.linalg import det
B = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])
print(round(det(B), 2))
A45.0
B0.0
C15.0
D1.0
Step-by-Step Solution
Solution:
  1. Step 1: Recognize matrix pattern

    Matrix B has rows that are linearly dependent (third row is sum of first two).
  2. Step 2: Determinant of dependent rows

    Determinant is zero if rows are linearly dependent.
  3. Final Answer:

    0.0 -> Option B
  4. Quick Check:

    Dependent rows -> determinant zero [OK]
Quick Trick: Dependent rows mean determinant zero [OK]
Common Mistakes:
MISTAKES
  • Calculating determinant incorrectly
  • Ignoring linear dependence
  • Assuming non-zero determinant

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