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How do you correctly convert a Python list my_list into a NumPy array?

easy📝 Conceptual Q3 of 15
NumPy - Fundamentals
How do you correctly convert a Python list my_list into a NumPy array?
Aarray(my_list)
Bnp.list(my_list)
Cnumpy.convert(my_list)
Dnp.array(my_list)
Step-by-Step Solution
Solution:
  1. Step 1: Identify NumPy array creation method

    The function to create a NumPy array from a list is np.array().
  2. Step 2: Check other options

    np.list() and numpy.convert() are invalid functions; array() alone is undefined without prefix.
  3. Final Answer:

    np.array(my_list) -> Option D
  4. Quick Check:

    Use np.array() to convert lists [OK]
Quick Trick: np.array() converts lists to arrays [OK]
Common Mistakes:
  • Using undefined functions like np.list()
  • Forgetting the np prefix
  • Confusing array creation with conversion functions

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