{"id":25238665,"url":"https://github.com/avinesh-masih/data-analytics-assignment","last_synced_at":"2025-06-13T00:05:55.316Z","repository":{"id":274444790,"uuid":"922916182","full_name":"avinesh-masih/Data-Analytics-Assignment","owner":"avinesh-masih","description":"Complete PW Skills Data Analytics Assignments: This repository contains all PW Skills Data Analytics assignments, covering topics like Python, SQL, Statistics, Data Visualization, and more. 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 \n\n\u003e [!TIP]  \n\u003e Star this repository to keep it handy and show your support — new assignments and projects will be added regularly.\n\nThis repository contains all practical and theoretical assignments from the **PW Skills Data Analytics course**, including work on Python, SQL, Statistics, Machine Learning, Data Visualization, KNN, PCA, and more.\n\nWhether you're a data analytics student, job-seeker, or someone preparing for interviews, this collection will help you revise key topics and gain hands-on experience.\n\nFeel free to explore, learn, and contribute to the growth of this repository.\n\n---\n\n## 🔑 Keywords (SEO)\n\n- Data Analytics Assignment PW Skills  \n- PW Skills Python SQL Statistics Assignment  \n- Data Science Assignments GitHub  \n- Data Analytics Projects for Beginners  \n- Python and SQL Assignment Solutions  \n- PW Skills GitHub Assignment Repository  \n\n---\n\n## 📊 Tools \u0026 Technologies Used\n\n- Python (NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn)  \n- SQL (MySQL)  \n- Excel  \n- Power BI  \n- Jupyter Notebook  \n- Git \u0026 GitHub  \n\n---\n\n## ✅ How to Use\n\n\u003e [!NOTE]  \n\u003e You’ll need Python, Jupyter Notebook, or VS Code installed to run the notebooks locally.\n\n1. **Clone the repository** using Git or download the ZIP file from GitHub.  \n```bash\ngit clone https://github.com/avinesh-masih/Data-Analytics-Assignment.git\n   ```\n\n2. Open the folder and launch `.ipynb` notebooks using Jupyter Notebook, JupyterLab, or VS Code.\n3. Explore the assignments, review solutions, and experiment with the code to strengthen your understanding.\n4. Use this repository as a reference for learning, practice, or interview preparation in data analytics.\n\n\u003e [!TIP]  \n\u003e If you find this useful, consider giving it a ⭐ star or forking the repo to support and stay updated.\n\n---\n\n## License  \n\n\u003e [!WARNING]  \n\u003e Unauthorized use or distribution of any part of this repository is strictly prohibited.\n\nThis repository is protected under a custom license. Unauthorized use, modification, distribution, or reproduction of the code and any associated materials is strictly prohibited without explicit written permission from the author.  \n\nBy accessing this repository, you agree to adhere to the following conditions:  \n- You may view, study, and contribute only with prior approval from the repository owner.  \n- You may not copy, redistribute, or use any part of this repository for personal, academic, or commercial purposes without authorization.  \n\n---\n\n## Disclaimer  \n\n\u003e [!CAUTION]  \n\u003e Use this content responsibly. The creator is not liable for any misuse, errors, or consequences resulting from its application.\n\nThis code is provided as is, without warranty of any kind, express or implied, including but not limited to the warranties of merchantability or fitness for a particular purpose. The author shall not be held liable for any damages or consequences resulting from the use or misuse of this repository.  \n\n---\n\n## Contact  \n\nFor inquiries, permissions, or to contribute to this project, please reach out via:  \n\n[![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white)](https://www.linkedin.com/in/avineshlko/)  [![Portfolio](https://img.shields.io/badge/Portfolio-000000?style=for-the-badge\u0026logo=githubpages\u0026logoColor=white)](https://avinesh-masih.github.io/)  [![Email](https://img.shields.io/badge/Email-D14836?style=for-the-badge\u0026logo=gmail\u0026logoColor=white)](mailto:skmasih11@gmail.com)  [![PayPal](https://img.shields.io/badge/PayPal-009CDE?style=for-the-badge\u0026logo=paypal\u0026logoColor=white)](https://paypal.me/AVINESHMASIH)  [![Buy Me A Coffee](https://img.shields.io/badge/Buy%20Me%20A%20Coffee-FFDD00?style=for-the-badge\u0026logo=buy-me-a-coffee\u0026logoColor=black)](https://buymeacoffee.com/avineshlko)\n\n---\n\n✨ **Star this repo** to support and get updates on my learning journey!  \n","funding_links":["https://github.com/sponsors/avinesh-masih","https://paypal.me/AVINESHMASIH","https://buymeacoffee.com/avineshlko"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favinesh-masih%2Fdata-analytics-assignment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Favinesh-masih%2Fdata-analytics-assignment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favinesh-masih%2Fdata-analytics-assignment/lists"}