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This portfolio showcases the hands-on projects, tools, and learnings I gained during my internship at **Unified Mentor** in June–July 2025.   \n    \n🔗 Verified Certificate: [Click Here](https://unifiedmentor.com/verify-certificate/UMID10062542133)\n\n\n---\n\n### 📘 Jupyter Notebook Access\n\n👀 **Want to explore the Jupyter Notebook (`.ipynb`) code files?**  \nHead over to the folder here:\n🔗 [View Notebooks on GitHub](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/storage/ipynb)\n\n📥 **Prefer to download all `.ipynb` files at once?**  \nClick the link to download a ZIP file of the notebooks:\n⬇️ [Download ipynb.zip](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/raw/main/storage/ipynb/ipynb.zip)\n\n\n---\n\n## 📂 About This Repository\n\nThis repository contains all the project folders, scripts, datasets, and outputs associated with my internship.  \n🔗 **Final documentation report:** [View PDF](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/blob/main/document/DS%20intern.pdf)\n\n---\n\n## 🧑‍🎓 Internship Summary\n\n- 📌 Internship Duration: **June–July 2025**  \n- 🏢 Organization: **Unified Mentor**  \n- 💻 Mode: Remote  \n- 🧠 Focus Areas: Data Cleaning, EDA, Visualization, Python Programming  \n- 🛠️ Tools: Python, Pandas, NumPy, Matplotlib, Seaborn, Folium, Git, GitHub\n\n---\n\n## 🗂️ Project Index\n\n| 📁 Project Title                     | 🔗 GitHub Folder Link |\n|-------------------------------------|------------------------|\n| Netflix Data Analysis               | [Netflix](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/netflix) |\n| Customer Satisfaction Prediction    | [Customer](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/customer) |\n| Boxplot with IQR                    | [Boxplot](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/boxplot_with_iqr) |\n| Standard Deviation Comparison       | [Standard Deviation](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/deviation) |\n| Folium Map Visualization            | [Folium](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/folium) |\n| Social Media Usage Pie Chart        | [Pie Chart](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/pie_chart) |\n| Wine Data Analysis                  | [Wine Data Analysis](https://github.com/bhuvanesh-m-dev/ds-intern-unified-mentor/tree/main/statistics) |\n\n\n---\n\n## 📝 Final Reflection\n\n\u003e This internship has provided a solid foundation in Data Science. I’ve gained practical experience in data wrangling, visualization, statistical analysis, and professional project documentation. I sincerely thank **Unified Mentor** for this incredible learning opportunity.\n\n---\n\n## 🙋‍♂️ BHUVANESH M\n \n🌐 [bhuvaneshm.in](https://bhuvaneshm.in)  \n📧 [bhuvaneshm.developer@gmail.com](mailto:bhuvaneshm.developer@gmail.com)  \n🔗 [linkedin.com/in/bhuvaneshm-developer](https://linkedin.com/in/bhuvaneshm-developer)  \n🐙 [github.com/bhuvanesh-m-dev](https://github.com/bhuvanesh-m-dev)\n\n---\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhuvanesh-m-dev%2Fds-intern-unified-mentor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhuvanesh-m-dev%2Fds-intern-unified-mentor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhuvanesh-m-dev%2Fds-intern-unified-mentor/lists"}