https://github.com/labex-labs/quick-start-with-numpy

Quick Start with NumPy | This repo collects 15 of programming labs exercises for Quick Start with NumPy. This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations.
https://github.com/labex-labs/quick-start-with-numpy

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Quick Start with NumPy | This repo collects 15 of programming labs exercises for Quick Start with NumPy. This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations.

• Host: GitHub
• URL: https://github.com/labex-labs/quick-start-with-numpy
• Owner: labex-labs
• Created: 2024-05-22T07:14:28.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2025-01-01T01:53:25.000Z (about 1 year ago)
• Last Synced: 2025-04-17T02:27:06.607Z (10 months ago)
• Topics: challenges, course, exercises, hands-on, labex, labs, numpy, playgroud, programming, python
• Homepage: https://labex.io/courses/quick-start-with-numpy
• Size: 15.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Quick Start with NumPy

## Languages

🇨🇳 [简体中文](README_zh.md) 🇪🇸 [Español](README_es.md) 🇫🇷 [Français](README_fr.md) 🇩🇪 [Deutsch](README_de.md) 🇯🇵 [日本語](README_ja.md) 🇷🇺 [Русский](README_ru.md) 🇰🇷 [한국어](README_ko.md) 🇧🇷 [Português](README_pt.md) 🇺🇸 [English](README.md) 

[![Quick Start with NumPy](https://cover-creator.labex.io/quick-start-with-numpy.png)](https://labex.io/courses/quick-start-with-numpy)

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

This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations. 

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

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

## Exercises

|   Index | Name                                                  | Difficulty   | Practice                                                                                                                       |

|---------|-------------------------------------------------------|--------------|--------------------------------------------------------------------------------------------------------------------------------|

|      01 | 📖 🟢 Your First NumPy Lab                            | Beginner     | Start Lab                            |

|      02 | 📖 🟢 Array Attributes and Dtype                      | Beginner     | Start Lab                      |

|      03 | 📖 🟢 NumPy Arrays and Data Types                     | Beginner     | Start Lab                     |

|      04 | 🎯 🟢 NumPy in Space                                  | Beginner     | Start Challenge                                |

|      05 | 🎯 🟢 NumPy Array Datatype Converter                  | Beginner     | Start Challenge                 |

|      06 | 📖 🟢 NumPy Array Operations                          | Beginner     | Start Lab                           |

|      07 | 🎯 🟢 NumPy Array Operation                           | Beginner     | Start Challenge                           |

|      08 | 📖 🟢 NumPy Slicing and Indexing                      | Beginner     | Start Lab                       |

|      09 | 🎯 🟢 Array Indexing and Slicing                      | Beginner     | Start Challenge                    |

|      10 | 📖 🟢 Efficient NumPy Array Multiplication Operations | Beginner     | Start Lab |

|      11 | 📖 🔵 NumPy Shape Manipulation                        | Beginner     | Start Lab                          |

|      12 | 🎯 🔵 Make NumPy Array Your Shape                     | Beginner     | Start Challenge                    |

|      13 | 📖 🔵 NumPy File IO                                   | Beginner     | Start Lab                                    |

|      14 | 📖 🔵 NumPy Advanced Topics                           | Beginner     | Start Lab                             |

|      15 | 🎯 🔵 NumPy Math Games                                | Beginner     | Start Challenge                                 |

## 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 learning assistant Labby, built on lastest AI models, providing a conversational learning experience.

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

## 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)