freeCodeCamp/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-c.../numpy-introduction-a.md

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---
id: 5e9a093a74c4063ca6f7c152
title: Numpy Introduction A
challengeType: 11
videoId: P-JjV6GBCmk
---
## Description
<section id='description'>
<em>Instead of using notebooks.ai like it shows in the video, you can use Google Colab instead.</em>
More resources:
- <a href="https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-numpy" target="_blank" rel="noopener noreferrer">Notebooks on GitHub</a>
- <a href="https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb" target="_blank" rel="noopener noreferrer">How to open Notebooks from GitHub using Google Colab.</a>
</section>
## Tests
<section id='tests'>
```yml
question:
text: |
Why is Numpy an important, but unpopular Python library?
answers:
- |
Often you won't work directly with Numpy.
- |
It's is extremely slow.
- |
Working with Numpy is difficult.
solution: 1
```
</section>