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In NumPy, what is the primary benefit of using fancy indexing with integer arrays?

easy📝 Conceptual Q1 of 15
NumPy - Indexing and Slicing
In NumPy, what is the primary benefit of using fancy indexing with integer arrays?
AIt reshapes the array into a higher dimension.
BIt sorts the array elements in ascending order.
CIt converts the array into a list of integers.
DIt allows selection of multiple arbitrary elements from an array simultaneously.
Step-by-Step Solution
Solution:
  1. Step 1: Understand fancy indexing

    Fancy indexing lets you select elements at specific positions using integer arrays.
  2. Step 2: Identify the benefit

    This method enables simultaneous selection of multiple arbitrary elements, unlike slicing which is limited to continuous ranges.
  3. Final Answer:

    It allows selection of multiple arbitrary elements from an array simultaneously. -> Option D
  4. Quick Check:

    Fancy indexing = arbitrary element selection [OK]
Quick Trick: Fancy indexing picks elements by position arrays [OK]
Common Mistakes:
  • Confusing fancy indexing with sorting
  • Thinking it changes array shape
  • Assuming it converts arrays to lists

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