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1. World-Development-Cluster-Analysis- World-Development-Cluster-Analysis- Public

   Cluster analysis on the World Development dataset using K-Means, DBSCAN, and Hierarchical models. Includes EDA, preprocessing, PCA-based dimensionality reduction, and model evaluation with silhouet…

   Jupyter Notebook 2

2. Churn-Mitigation Churn-Mitigation Public

   Churn Mitigation is a Machine Learning project that predicts customers likely to leave a service by analyzing customer behavior, demographics, and usage patterns. It helps businesses improve custom…

   Jupyter Notebook 1

3. NLP-Sentiment-Analysis NLP-Sentiment-Analysis Public

   A Machine Learning and NLP project that analyzes text sentiment and classifies user opinions as Positive, Negative, or Neutral using advanced text preprocessing and predictive modeling techniques.

   Jupyter Notebook 1

4. Real-Time-Object-Detections Real-Time-Object-Detections Public

   Real time object detection is a computer vision technology that detects and track objects in real time video streams .

   Python 1

5. Proudct-Reccomandation-System- Proudct-Reccomandation-System- Public

   Lithium is an ML-powered Product Recommendation System that analyzes user–product interactions to deliver accurate, personalized suggestions. With clean data, advanced algorithms, and a Streamlit i…

   Jupyter Notebook

6. Tele-Communication-Churn Tele-Communication-Churn Public

   End-to-end Customer Churn Prediction project using Python, ML models (Logistic Regression, Decision Tree, Random Forest), EDA, preprocessing, and a Streamlit app for real-time predictions. Includes…

   Jupyter Notebook