Lecture

What is NumPy and Why Use It?

NumPy is a Python library that makes working with numerical data faster and more efficient.

It helps you store large datasets compactly and perform mathematical operations at high speed.

Unlike regular Python lists, NumPy provides arrays, which are optimized for numerical computation.


How to Install NumPy

Install NumPy using Python’s package manager pip:

Installing NumPy
pip install numpy

How to Import NumPy

You can import NumPy using the import keyword as follows:

Importing NumPy
import numpy as np

np is a common alias for numpy.


Watch the slide deck for detailed explanations and examples.

Quiz
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What is one of the main advantages of using NumPy over Python lists?

NumPy requires more memory storage.

NumPy uses complex syntax that is harder to learn.

NumPy performs faster mathematical operations.

NumPy is only compatible with Python version 3.8.

Lecture

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