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How can you create a 4x4 NumPy array filled with the value 1.5 and then convert it to integers using np.full() and a NumPy method?

hard📝 Application Q9 of 15
NumPy - Creating Arrays
How can you create a 4x4 NumPy array filled with the value 1.5 and then convert it to integers using np.full() and a NumPy method?
Aarr = np.full((4,4), int(1.5))
Barr = np.full((4,4), 1.5).astype(int)
Carr = np.full((4,4), 1.5).int()
Darr = np.full((4,4), 1.5).toint()
Step-by-Step Solution
Solution:
  1. Step 1: Create array with float values

    Use np.full((4,4), 1.5) to create a 4x4 array filled with 1.5 floats.
  2. Step 2: Convert float array to int

    Use the astype(int) method to convert the array elements to integers.
  3. Final Answer:

    arr = np.full((4,4), 1.5).astype(int) -> Option B
  4. Quick Check:

    Use astype(int) to convert array type [OK]
Quick Trick: Use .astype(int) to convert array data type [OK]
Common Mistakes:
  • Using non-existent .int() or .toint() methods
  • Casting value before array creation
  • Not converting data type

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