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https://github.com/labex-labs/100-numpy-exercises

[100 NumPy Exercises] This repository collects 1 of programming scenarios (labs and challenges) for 100 NumPy Exercises. NumPy is an extension library for Python language, supporting operations of a large number of high-dimensional arrays and matrices. In addition, it also provides a large number...
https://github.com/labex-labs/100-numpy-exercises

List: 100-numpy-exercises

awesome awesome-list challenges course education hands-on labex labs numpy programming

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[100 NumPy Exercises] This repository collects 1 of programming scenarios (labs and challenges) for 100 NumPy Exercises. NumPy is an extension library for Python language, supporting operations of a large number of high-dimensional arrays and matrices. In addition, it also provides a large number...

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# 100 NumPy Exercises

[![100 NumPy Exercises](https://cover-creator.appbot.io/100-numpy-exercises.png)](https://labex.io/courses/100-numpy-exercises)

[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/100-numpy-exercises)

NumPy is an extension library for Python language, supporting operations of a large number of high-dimensional arrays and matrices. In addition, it also provides a large number of mathematical function libraries for array operations. Machine learning involves a lot of transformations and operations on arrays, which makes NumPy one of the essential tools.

![NumPy](https://img.shields.io/badge/NumPy-whitesmoke?style=for-the-badge&logo=numpy)

## Environment

LabEx is an interactive, hands-on learning platform dedicated to coding and technology. It combines labs, AI assistance, and virtual machines to provide a no-video, practical learning experience.

![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)

- A strict β€œLearn by Doing” approach with exclusive hands-on labs and no videos.
- Interactive online environments within the browser, with automated step-by-step checks.
- A structured content organization with the Skill Tree based learning system.
- A growing learning resource of 30 Skill Trees and over 6,000 Labs.
- The AI learning assistant Labby, built on ChatGPT, providing a conversational learning experience.

Learn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).

## Exercises

| Index | Name | Difficulty | Practice |
|---------|-----------------------|--------------|-----------------------------------------------------------------------------------------|
| 1 | πŸ“– 100 Numpy Exercises | β˜…β˜†β˜† | Start Lab |

## More

- πŸ”— [NumPy Programming Courses](https://github.com/labex-labs/awesome-programming-courses)
- πŸ”— [NumPy Programming Projects](https://github.com/labex-labs/awesome-programming-projects)
- πŸ”— [NumPy Free Tutorials](https://github.com/labex-labs/numpy-free-tutorials)