There is more than one way to create NumPy arrays. The following are some of the ways:
If you are going to transform an existing data structure, the odds are in favor of you working with a structured list or a pandas DataFrame.
One of the most common situations you will encounter when working with data is the transforming of a list into an array.
When operating such a transformation, it is important to consider the objects the lists contain because this will determine the dimensionality and the
dtype of the resulting ...