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  1. Customer-Segmentation-In-E-Commerce-Based-On-Clustering-Technique Customer-Segmentation-In-E-Commerce-Based-On-Clustering-Technique Public

    Customer segmentation in e-commerce using clustering techniques, with and without PCA. The project compares model performance, interpretability, and efficiency to provide actionable insights for pe…

    Jupyter Notebook 1

  2. Agile-Data-Science-for-Student-Performance-Prediction-and-Visualisation Agile-Data-Science-for-Student-Performance-Prediction-and-Visualisation Public

    Interactive Streamlit dashboards and explainable machine learning models for predicting student performance, analysing sleep and study habits, and identifying at-risk students. Developed using an A…

    Python 1 1

  3. Big-Data-Weather-and-Air-Quality-Analytics-with-Hadoop-Ecosystem-and-Power-BI Big-Data-Weather-and-Air-Quality-Analytics-with-Hadoop-Ecosystem-and-Power-BI Public

    Scalable big data analytics pipeline for weather and air quality datasets using the Hadoop ecosystem (HDFS, Hive, HCatalog, Pig) integrated with Power BI dashboards. This project processes climate …

  4. Comparative-Deep-Learning-Approaches-for-Object-Detection-YOLOv8-SSD-MobileNet-and-Faster-R-CNN Comparative-Deep-Learning-Approaches-for-Object-Detection-YOLOv8-SSD-MobileNet-and-Faster-R-CNN Public

    Comparative benchmarking of YOLOv8 Nano, SSD MobileNet, and Faster R-CNN on the COCO128 dataset. Evaluates accuracy, speed, and trade-offs between lightweight, mobile-friendly, and high-precision a…

    Jupyter Notebook

  5. Multi-Approach-Sentiment-Analysis-of-Airline-Twitter-Data Multi-Approach-Sentiment-Analysis-of-Airline-Twitter-Data Public

    Sentiment analysis of US airline tweets using multiple approaches: lexicon-based (VADER, TextBlob), machine learning (Logistic Regression, Naive Bayes, Random Forest), and deep learning/transformer…

    Jupyter Notebook

  6. Sleep-Health-and-Lifestyle-Insights-Dashboard-in-Power-BI Sleep-Health-and-Lifestyle-Insights-Dashboard-in-Power-BI Public

    An interactive Power BI dashboard analysing the relationship between sleep duration, quality, stress levels, BMI categories, and occupation using the Sleep Health and Lifestyle dataset. The project…