NumPy Practical Examples: Useful Techniques - Real Python
Briefly

Before you start using NumPy, it's crucial to set up your working environment properly, which includes installing necessary libraries like Matplotlib and numpy, as well as organizing your workspace effectively with virtual environments.
Using a jupyter notebook enhances your coding experience as it not only allows you to run your code but also helps you document and visualize your findings in real-time.
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