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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.
| Index | Name | Difficulty | Practice |
|---|---|---|---|
| 01 | 🎯 🆓 NumPy in Space | Beginner | Start Challenge |
| 02 | 🎯 🆓 NumPy Array Datatype Converter | Beginner | Start Challenge |
| 03 | 🎯 🆓 NumPy Array Operation | Beginner | Start Challenge |
| 04 | 🎯 🆓 Array Indexing and Slicing | Beginner | Start Challenge |
| 05 | 🎯 🆓 Make NumPy Array Your Shape | Beginner | Start Challenge |
| 06 | 🎯 🆓 NumPy Math Games | Beginner | Start Challenge |
| 07 | 🎯 🆓 NumPy Dot Product | Beginner | Start Challenge |
| 08 | 🎯 🆓 Random Number Generation with NumPy | Beginner | Start Challenge |
| 09 | 🎯 🆓 Linear Algebra Solving with NumPy | Beginner | Start Challenge |
| 10 | 🎯 🆓 Sorting and Searching | Beginner | Start Challenge |
| 11 | 🎯 🆓 NumPy List Value Statistics | Beginner | Start Challenge |
| 12 | 🎯 🆓 String Operations | Beginner | Start Challenge |
| 13 | 🎯 🆓 Binary Operations Challenge with NumPy | Beginner | Start Challenge |
| 14 | 🎯 🆓 Analyze and Visualize FFT | Beginner | Start Challenge |
| 15 | 🎯 🆓 NumPy Einsum Function | Beginner | Start Challenge |
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 learning assistant Labby, built on lastest AI models, providing a conversational learning experience.
Learn more about LabEx VM.