What are the dimensions of a NumPy array?
An example of an AI chatbot conversation about understanding NumPy array dimensions.
What are the dimensions of a NumPy array?
In NumPy, the dimensions of an array are referred to as its 'axes'. A 1D array has one axis, a 2D array has two axes, and so on.
Can you give me an example of a 2D NumPy array?
Sure! A 2D NumPy array can be created like this: np.array([[1, 2, 3], [4, 5, 6]]). This creates a 2x3 array.
How can I check the shape of a NumPy array?
You can check the shape of a NumPy array using the .shape attribute. For example, array.shape will return the dimensions.
What does the shape (3, 4) mean?
The shape (3, 4) means the array has 3 rows and 4 columns.
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