Machine Learning Prerequisites (Numpy)

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Numpy

NumPy is a Python library that is used to manipulate, process and analyze the data. It doesn't have constructs that can be used to visualize the data. For visualization, we can use another library from Python called Matplotlib.

  • NumPy stands for 'Numeric Python' or 'Numerical Python'.

  • It is designed for scientific computations.

  • It has efficiently implemented multi-dimensional arrays and it also provides fast mathematical functions.

  • It is mostly used for array-oriented computing.

  • NumPy's main object is the homogeneous multidimensional array called "ndarray".


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