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What is the purpose of NumPy in Python?BothTo do numerical calculationsTo do scientific computingNone of the above

Question

What is the purpose of NumPy in Python?

  • Both
  • To do numerical calculations
  • To do scientific computing
  • None of the above
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Solution

Purpose of NumPy in Python

NumPy is a fundamental package for numerical computations in Python, and it serves several important purposes:

  1. Numerical Calculations: NumPy provides support for large multidimensional arrays and matrices, along with a collection of mathematical functions to perform operations on these arrays. It allows for efficient numerical calculations which are essential in data analysis, engineering, and mathematics.

  2. Scientific Computing: Beyond basic numerical calculations, NumPy is highly optimized for performance and memory efficiency, making it ideal for scientific computing tasks. It serves as the foundation for many other libraries in the scientific ecosystem, such as SciPy, Pandas, and Matplotlib.

Given these two key roles, the correct answer to the question is:

Final Answer

Both - To do numerical calculations and to do scientific computing.

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