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https://github.com/labex-labs/practice-numpy-programming-projects

Practice NumPy Programming Projects | This repo collects 6 of programming projects for NumPy. NumPy is fundamental to scientific computing in Python. This Skill Tree presents a systematic approach to learning NumPy. Perfect for data science beginners, it offers a structured roadmap to understand ...
https://github.com/labex-labs/practice-numpy-programming-projects

List: practice-numpy-programming-projects

awesome awesome-list exercises hands-on labex numpy programming projects

Last synced: about 2 months ago
JSON representation

Host: GitHub
URL: https://github.com/labex-labs/practice-numpy-programming-projects
Owner: labex-labs
Created: 2024-06-06T07:26:10.000Z (7 months ago)
Default Branch: master
Last Pushed: 2024-11-01T01:52:01.000Z (2 months ago)
Last Synced: 2024-11-08T19:02:57.368Z (2 months ago)
Topics: awesome, awesome-list, exercises, hands-on, labex, numpy, programming, projects
Homepage: https://labex.io/skilltrees/numpy
Size: 8.79 KB
Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

        # Practice NumPy Programming Projects







NumPy is fundamental to scientific computing in Python. This Skill Tree presents a systematic approach to learning NumPy. Perfect for data science beginners, it offers a structured roadmap to understand array operations, broadcasting, and numerical algorithms. Hands-on, non-video courses and practical exercises in a numerical analysis playground ensure you develop real-world skills in efficient data manipulation and computation.

|   Index | Name                                                                                                                                                | Level   | Project Link                                                                                        |

|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------|---------|-----------------------------------------------------------------------------------------------------|

|       1 | [ASCII Art Animation With OpenCV](https://labex.io/courses/project-ascii-art-animation-with-opencv)                                                 | ★☆☆     | [🚀 Start](https://labex.io/courses/project-ascii-art-animation-with-opencv)                         |

|       2 | [Gravitational Simulation of Earth and Super Jupiter](https://labex.io/courses/project-gravitational-simulation-of-earth-and-super-jupiter)         | ★☆☆     | [🚀 Start](https://labex.io/courses/project-gravitational-simulation-of-earth-and-super-jupiter)     |

|       3 | [K-Nearest Neighbors Regression Algorithm Implementation](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) | ★☆☆     | [🚀 Start](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) |

|       4 | [Implementing Minkowski Distance Metric](https://labex.io/courses/project-implementing-minkowski-distance-metric)                                   | ★☆☆     | [🚀 Start](https://labex.io/courses/project-implementing-minkowski-distance-metric)                  |

|       5 | [Implementation of Polynomial Regression](https://labex.io/courses/project-polynomial-regression-implementation-and-application)                    | ★☆☆     | [🚀 Start](https://labex.io/courses/project-polynomial-regression-implementation-and-application)    |

|       6 | [Simple Handwritten Character Recognition Classifier](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier)         | ★☆☆     | [🚀 Start](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier)     |

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