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Learn NumPy, the foundation of scientific computing in Python, with a structured learning path designed for beginners. This collection of hands-on NumPy courses provides a systematic way to master array operations, broadcasting, and numerical algorithms. Through practical exercises in a numerical analysis playground, develop real-world skills in efficient data manipulation and computation. This roadmap is ideal for anyone starting their journey in data science.
| Index | Name | Difficulty | Repo | Practice |
|---|---|---|---|---|
| 1 | NumPy for Beginners | Beginner | ๐ Repo | ๐ Start Lab |
| 2 | NumPy Practice Challenges | Beginner | ๐ Repo | ๐ Start Lab |
| 3 | 100 NumPy Exercises | Beginner | ๐ Repo | ๐ Start Lab |