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https://github.com/labex-labs/numpy-practice-challenges

[NumPy Practice Challenges] This repository collects 9 of programming scenarios (labs and challenges) for NumPy Practice Challenges. This course contains lots of challenges for NumPy, each challenge is a small NumPy project with detailed instructions and solutions. You can practice your NumPy ski...
https://github.com/labex-labs/numpy-practice-challenges

List: numpy-practice-challenges

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

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/labex-labs/numpy-practice-challenges
Owner: labex-labs
Created: 2024-05-24T09:05:20.000Z (7 months ago)
Default Branch: master
Last Pushed: 2024-08-01T01:30:09.000Z (5 months ago)
Last Synced: 2024-08-02T04:24:49.268Z (5 months ago)
Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, numpy, programming
Homepage: https://labex.io/skilltrees/numpy
Size: 4.88 KB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # NumPy Practice Challenges

[![NumPy Practice Challenges](https://cover-creator.appbot.io/numpy-practice-challenges.png)](https://labex.io/courses/numpy-practice-challenges)

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

This course contains lots of challenges for NumPy, each challenge is a small NumPy project with detailed instructions and solutions. You can practice your NumPy skills by solving these challenges, improve your problem-solving skills, and learn how to write clean and efficient code.

![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 “Learn 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 | 🎯 Find Image Edges by Gradients          | ★★☆          | Start Challenge         |

|       2 | 🎯 NumPy Dot Product                      | ★☆☆          | Start Challenge                        |

|       3 | 🎯 Random Number Generation with NumPy    | ★★☆          | Start Challenge     |

|       4 | 🎯 Linear Algebra Solving with NumPy      | ★☆☆          | Start Challenge        |

|       5 | 🎯 Sorting and Searching                  | ★☆☆          | Start Challenge                  |

|       6 | 🎯 NumPy List Value Statistics            | ★☆☆          | Start Challenge               |

|       7 | 🎯 String Operations                      | ★☆☆          | Start Challenge                      |

|       8 | 🎯 Binary Operations Challenge with NumPy | ★★☆          | Start Challenge |

|       9 | 🎯 Analyze and Visualize FFT              | ★☆☆          | Start Challenge               |

## More

- 🔗 [NumPy Programming Courses](https://github.com/labex-labs/awesome-programming-courses)

- 🔗 [NumPy Programming Projects](https://github.com/labex-labs/awesome-programming-projects)

- 🔗 [NumPy Free Tutorials](https://github.com/labex-labs/numpy-free-tutorials)