{"id":13751111,"url":"https://github.com/labex-labs/practice-numpy-programming-projects","last_synced_at":"2025-05-04T06:32:02.764Z","repository":{"id":243015221,"uuid":"811226078","full_name":"labex-labs/practice-numpy-programming-projects","owner":"labex-labs","description":"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. 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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.\n\n|   Index | Name                                                                                                                                                | Level   | Project Link                                                                                        |\n|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------|---------|-----------------------------------------------------------------------------------------------------|\n|       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)                         |\n|       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)     |\n|       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) |\n|       4 | [Implementing Minkowski Distance Metric](https://labex.io/courses/project-implementing-minkowski-distance-metric)                                   | ★☆☆     | [🚀 Start](https://labex.io/courses/project-implementing-minkowski-distance-metric)                  |\n|       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)    |\n|       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)     |\n\n## More Projects\n\n- [Linux Programming Projects](https://github.com/labex-labs/practice-linux-programming-projects)\n- [DevOps Programming Projects](https://github.com/labex-labs/practice-devops-programming-projects)\n- [Cybersecurity Programming Projects](https://github.com/labex-labs/practice-cybersecurity-programming-projects)\n- [Python Programming Projects](https://github.com/labex-labs/practice-python-programming-projects)\n- [Docker Programming Projects](https://github.com/labex-labs/practice-docker-programming-projects)\n- [Kubernetes Programming Projects](https://github.com/labex-labs/practice-kubernetes-programming-projects)\n- [Git Programming Projects](https://github.com/labex-labs/practice-git-programming-projects)\n- [Shell Programming Projects](https://github.com/labex-labs/practice-shell-programming-projects)\n- [Java Programming Projects](https://github.com/labex-labs/practice-java-programming-projects)\n- [MySQL Programming Projects](https://github.com/labex-labs/practice-mysql-programming-projects)\n- [MongoDB Programming Projects](https://github.com/labex-labs/practice-mongodb-programming-projects)\n- [Golang Programming Projects](https://github.com/labex-labs/practice-go-programming-projects)\n- [Ansible Programming Projects](https://github.com/labex-labs/practice-ansible-programming-projects)\n- [Jenkins Programming Projects](https://github.com/labex-labs/practice-jenkins-programming-projects)\n- [C Programming Projects](https://github.com/labex-labs/practice-c-programming-projects)\n- [C++ Programming Projects](https://github.com/labex-labs/practice-cpp-programming-projects)\n- [Machine Learning Programming Projects](https://github.com/labex-labs/practice-ml-programming-projects)\n- [Data Science Programming Projects](https://github.com/labex-labs/practice-data-science-programming-projects)\n- [Pandas Programming Projects](https://github.com/labex-labs/practice-pandas-programming-projects)\n- [NumPy Programming Projects](https://github.com/labex-labs/practice-numpy-programming-projects)\n- [scikit-learn Programming Projects](https://github.com/labex-labs/practice-sklearn-programming-projects)\n- [Matplotlib Programming Projects](https://github.com/labex-labs/practice-matplotlib-programming-projects)\n- [Web Development Programming Projects](https://github.com/labex-labs/practice-web-development-programming-projects)\n- [HTML Programming Projects](https://github.com/labex-labs/practice-html-programming-projects)\n- [CSS Programming Projects](https://github.com/labex-labs/practice-css-programming-projects)\n- [JavaScript Programming Projects](https://github.com/labex-labs/practice-javascript-programming-projects)\n- [React Programming Projects](https://github.com/labex-labs/practice-react-programming-projects)\n\n\n## Other Lists\n\n- 🔗 [NumPy Free Tutorials](https://github.com/labex-labs/numpy-free-tutorials)\n- 🔗 [Awesome Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n- 🔗 [Awesome Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n\n","funding_links":[],"categories":["More Projects","Other Lists"],"sub_categories":["PowerShell 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