https://github.com/kiranmayi5/python-projects

A collection of Python projects showcasing skills in data analysis and visualization.
https://github.com/kiranmayi5/python-projects

data-analysis data-visualization machine-learning nlp python

Last synced: about 1 year ago
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A collection of Python projects showcasing skills in data analysis and visualization.

• Host: GitHub
• URL: https://github.com/kiranmayi5/python-projects
• Owner: kiranmayi5
• Created: 2024-12-27T22:41:34.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-31T00:40:12.000Z (about 1 year ago)
• Last Synced: 2025-01-31T01:19:58.609Z (about 1 year ago)
• Topics: data-analysis, data-visualization, machine-learning, nlp, python
• Language: Jupyter Notebook
• Homepage:
• Size: 6.57 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 🚀 Welcome to My Python Projects Repository!

I'm **Kiran Mayi Hari Babu**, a data enthusiast with a passion for using **Python** to uncover insights, solve problems, and build impactful solutions.  

This repository is a collection of **Python-based projects** showcasing my skills in **data analysis, visualization, and automation**.  

Each project demonstrates a unique application of Python to explore and interpret data.

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## 📂 What's Inside  

Here's an overview of the projects in this repository:

### 1️⃣ **Cosmetic-Reviews-NLP**  

   - **📌 Description:** A project leveraging **Word2Vec** to analyze consumer reviews from a cosmetics platform, uncovering **trends and insights** for strategic decision-making.  

   - **🛠 Skills:**  

     - **Natural Language Processing (NLP)**: Tokenization, Word2Vec, Sentiment Analysis  

     - **Data Visualization**: Word embeddings, clustering, t-SNE  

     - **Clustering Analysis**: Semantic grouping of review terms  

---

## 🛠 Tools & Skills  

- **💻 Programming:** Python (**Pandas, NumPy, Matplotlib, Seaborn**)  

- **🤖 NLP:** Word2Vec, Tokenization, Sentiment Analysis  

- **📊 Visualization:** Matplotlib, Seaborn, TensorFlow Projector  

- **📈 Techniques:** Data Cleaning, Clustering, Statistical Analysis  

---

## ✨ Let's Connect!  

Feel free to explore the projects, provide feedback, or collaborate!  

📩 **Reach me at:** [kiranmayiharibabu@gmail.com](mailto:kiranmayiharibabu@gmail.com)  

💬 Let's discuss how we can use data to solve real-world problems.  

Happy coding! 🚀