axis 0 and 1 in python

Title: Understanding Axis 0 and 1 in Python NumPy Arrays: A Comprehensive Tutorial
Introduction:
Make sure you have NumPy installed. If not, you can install it using:
In a NumPy array, axes are the directions along which operations are performed. For a 2D array, axis 0 refers to the vertical direction (rows), and axis 1 refers to the horizontal direction (columns).
Let's start by creating a simple 2D array:
Now, let's perform some operations along axis 0, which refers to operations performed vertically (along the rows).
This will output:
This will output:
Now, let's perform some operations along axis 1, which refers to operations performed horizontally (along the columns).
This will output:
This will output:
Understanding axis 0 and axis 1 is fundamental when working with NumPy arrays. It allows you to perform operations along specific directions, enabling efficient data manipulation in multidimensional arrays. With this knowledge, you can confidently work with NumPy arrays and harness their full potential in various scientific and data analysis applications.
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