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https://github.com/labex-labs/quick-start-with-numpy
[Quick Start with NumPy] This repository collects 15 of programming scenarios (labs and challenges) 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
List: quick-start-with-numpy
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[Quick Start with NumPy] This repository collects 15 of programming scenarios (labs and challenges) 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 (8 months ago)
- Default Branch: master
- Last Pushed: 2024-08-01T01:27:20.000Z (5 months ago)
- Last Synced: 2024-08-02T04:23:04.890Z (5 months ago)
- Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, numpy, programming, python
- Homepage: https://labex.io/skilltrees/numpy
- Size: 7.81 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Quick Start with NumPy
[](https://labex.io/courses/quick-start-with-numpy)
[](https://labex.io/courses/quick-start-with-numpy)
This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations.
## 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.
- 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 |
|---------|---------------------------------------------------|--------------|-------------------------------------------------------------------------------------------------------------------------------|
| 01 | 📖 Your First NumPy Lab | ★☆☆ | Start Lab |
| 02 | 📖 Array Attributes and Dtype | ★☆☆ | Start Lab |
| 03 | 📖 NumPy Arrays and Data Types | ★☆☆ | Start Lab |
| 04 | 🎯 NumPy in Space | ★☆☆ | Start Challenge |
| 05 | 🎯 NumPy Array Datatype Converter | ★☆☆ | Start Challenge |
| 06 | 📖 NumPy Array Operations | ★☆☆ | Start Lab |
| 07 | 🎯 NumPy Array Operation | ★☆☆ | Start Challenge |
| 08 | 📖 NumPy Slicing and Indexing | ★☆☆ | Start Lab |
| 09 | 🎯 Array Indexing and Slicing | ★★★ | Start Challenge |
| 10 | 📖 Efficient NumPy Array Multiplication Operations | ★☆☆ | Start Lab |
| 11 | 📖 NumPy Shape Manipulation | ★☆☆ | Start Lab |
| 12 | 🎯 Make NumPy Array Your Shape | ★☆☆ | Start Challenge |
| 13 | 📖 NumPy File IO | ★☆☆ | Start Lab |
| 14 | 📖 NumPy Advanced Topics | ★☆☆ | Start Lab |
| 15 | 🎯 NumPy Math Games | ★☆☆ | 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)