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sure! here is a tutorial about the basics of numpy arrays and the `flatten` method in python:

numpy arrays:
numpy is a popular library in python used for numerical computing. numpy provides support for large multidimensional arrays and matrices, along with a collection of mathematical functions to operate on these arrays efficiently.

to work with numpy, you first need to import the library using:


you can create numpy arrays using the `np.array()` method. here's an example:


flatten method:
the `flatten()` method in numpy is used to return a copy of the array collapsed into one dimension. it returns a new one-dimensional array.

here's how you can use the `flatten()` method on a numpy array:


code example:
here's a complete code example that demonstrates the usage of the `flatten()` method:


when you run this code, you should see the original array and the flattened array printed to the console.

i hope this tutorial helps you understand the basics of numpy arrays and the `flatten()` method in python! let me know if you have any more questions.

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