{"id":19984387,"url":"https://github.com/labex-labs/quick-start-with-numpy","last_synced_at":"2025-12-31T01:06:00.501Z","repository":{"id":241066244,"uuid":"804217528","full_name":"labex-labs/quick-start-with-numpy","owner":"labex-labs","description":"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. 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Quick Start with NumPy\n\n## Languages\n\n🇨🇳 [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) \n\n[![Quick Start with NumPy](https://cover-creator.labex.io/quick-start-with-numpy.png)](https://labex.io/courses/quick-start-with-numpy)\n\n[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/quick-start-with-numpy)\n\nThis course will teach you the fundamentals of NumPy, a library that supports many mathematical operations. \n\n![NumPy](https://img.shields.io/badge/NumPy-whitesmoke?style=for-the-badge\u0026logo=numpy)\n![Python](https://img.shields.io/badge/Python-whitesmoke?style=for-the-badge\u0026logo=python)\n\n\n## Exercises\n\n|   Index | Name                                                  | Difficulty   | Practice                                                                                                                       |\n|---------|-------------------------------------------------------|--------------|--------------------------------------------------------------------------------------------------------------------------------|\n|      01 | 📖 🟢 Your First NumPy Lab                            | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/numpy-your-first-numpy-lab-92735'\u003eStart Lab\u003c/a\u003e                            |\n|      02 | 📖 🟢 Array Attributes and Dtype                      | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-array-attributes-and-dtype-8027'\u003eStart Lab\u003c/a\u003e                      |\n|      03 | 📖 🟢 NumPy Arrays and Data Types                     | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-numpy-arrays-and-data-types-4996'\u003eStart Lab\u003c/a\u003e                     |\n|      04 | 🎯 🟢 NumPy in Space                                  | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/python-numpy-in-space-33961'\u003eStart Challenge\u003c/a\u003e                                |\n|      05 | 🎯 🟢 NumPy Array Datatype Converter                  | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/python-numpy-array-datatype-converter-9187'\u003eStart Challenge\u003c/a\u003e                 |\n|      06 | 📖 🟢 NumPy Array Operations                          | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/numpy-numpy-array-operations-1403'\u003eStart Lab\u003c/a\u003e                           |\n|      07 | 🎯 🟢 NumPy Array Operation                           | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/numpy-numpy-array-operation-8708'\u003eStart Challenge\u003c/a\u003e                           |\n|      08 | 📖 🟢 NumPy Slicing and Indexing                      | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-numpy-slicing-and-indexing-352'\u003eStart Lab\u003c/a\u003e                       |\n|      09 | 🎯 🟢 Array Indexing and Slicing                      | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/python-array-indexing-and-slicing-38504'\u003eStart Challenge\u003c/a\u003e                    |\n|      10 | 📖 🟢 Efficient NumPy Array Multiplication Operations | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-efficient-numpy-array-multiplication-operations-5007'\u003eStart Lab\u003c/a\u003e |\n|      11 | 📖 🔵 NumPy Shape Manipulation                        | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/numpy-numpy-shape-manipulation-214'\u003eStart Lab\u003c/a\u003e                          |\n|      12 | 🎯 🔵 Make NumPy Array Your Shape                     | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/python-make-numpy-array-your-shape-8687'\u003eStart Challenge\u003c/a\u003e                    |\n|      13 | 📖 🔵 NumPy File IO                                   | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-numpy-file-io-127'\u003eStart Lab\u003c/a\u003e                                    |\n|      14 | 📖 🔵 NumPy Advanced Topics                           | Beginner     | \u003ca target='_blank' href='https://labex.io/tutorials/python-numpy-advanced-topics-11'\u003eStart Lab\u003c/a\u003e                             |\n|      15 | 🎯 🔵 NumPy Math Games                                | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/python-numpy-math-games-10'\u003eStart Challenge\u003c/a\u003e                                 |\n\n## Environment\n\nLabEx 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.\n\n![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)\n\n- A strict \"Learn by Doing\" approach with exclusive hands-on labs and no videos.\n- Interactive online environments within the browser, with automated step-by-step checks.\n- A structured content organization with the Skill Tree based learning system.\n- A growing learning resource of 30 Skill Trees and over 6,000 Labs.\n- The learning assistant Labby, built on lastest AI models, providing a conversational learning experience.\n\nLearn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).\n\n## More\n\n- 🔗 [NumPy Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n- 🔗 [NumPy Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n- 🔗 [NumPy Free Tutorials](https://github.com/labex-labs/numpy-free-tutorials)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fquick-start-with-numpy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flabex-labs%2Fquick-start-with-numpy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fquick-start-with-numpy/lists"}