NumPy Practice Challenges
October 23, 2025 ยท View on GitHub
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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.
Exercises
| Index | Name | Difficulty | Practice |
|---|---|---|---|
| 01 | ๐ฏ ๐ NumPy in Space | Beginner | Start Challenge |
| 02 | ๐ฏ ๐ NumPy Array Datatype Converter | Beginner | Start Challenge |
| 03 | ๐ฏ ๐ NumPy Array Operation | Beginner | Start Challenge |
| 04 | ๐ฏ ๐ Array Indexing and Slicing | Beginner | Start Challenge |
| 05 | ๐ฏ ๐ Make NumPy Array Your Shape | Beginner | Start Challenge |
| 06 | ๐ฏ ๐ NumPy Math Games | Beginner | Start Challenge |
| 07 | ๐ฏ ๐ NumPy Dot Product | Beginner | Start Challenge |
| 08 | ๐ฏ ๐ Random Number Generation with NumPy | Beginner | Start Challenge |
| 09 | ๐ฏ ๐ Linear Algebra Solving with NumPy | Beginner | Start Challenge |
| 10 | ๐ฏ ๐ Sorting and Searching | Beginner | Start Challenge |
| 11 | ๐ฏ ๐ NumPy List Value Statistics | Beginner | Start Challenge |
| 12 | ๐ฏ ๐ String Operations | Beginner | Start Challenge |
| 13 | ๐ฏ ๐ Binary Operations Challenge with NumPy | Beginner | Start Challenge |
| 14 | ๐ฏ ๐ Analyze and Visualize FFT | Beginner | Start Challenge |
| 15 | ๐ฏ ๐ NumPy Einsum Function | Beginner | Start Challenge |
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