Pinned Loading

1. Pneumonia-Detection-via-MobileNetV2 Pneumonia-Detection-via-MobileNetV2 Public

   Automated pneumonia detection from chest X-ray images using MobileNetV2 with transfer learning and structured fine-tuning. The system incorporates ROC-AUC analysis, decision threshold optimization,…

   Jupyter Notebook

2. Weather-Scene-Classification-via-InceptionV3 Weather-Scene-Classification-via-InceptionV3 Public

   A high-performance Deep learning pipeline for weather classification using InceptionV3 and progressive transfer learning. The model refines hierarchical multi-scale features through staged optimiza…

   Jupyter Notebook

3. Bank-Customer-Churn-Prediction-via-ANN Bank-Customer-Churn-Prediction-via-ANN Public

   A robust Deep Learning pipeline for Bank Customer Churn prediction using Artificial Neural Networks (ANN). The project features comprehensive data preprocessing , and a Sequential Neural Network. T…

   Jupyter Notebook

4. Medical-Insurance-Cost-Prediction Medical-Insurance-Cost-Prediction Public

   Predicting medical insurance charges using Multiple Linear Regression enhanced with Lasso feature selection. The workflow included data preprocessing, feature encoding, multicollinearity check (VIF…

   Jupyter Notebook

5. MarketBasketOptimisation_Apriori MarketBasketOptimisation_Apriori Public

   Market Basket Analysis using Apriori algorithm to uncover hidden purchasing patterns. Leverages Python, Pandas, and MLxtend to generate association rules based on Support, Confidence, and Lift metr…

   Jupyter Notebook

6. PenguinsSegmentation_HierarchicalClustering PenguinsSegmentation_HierarchicalClustering Public

   Unsupervised ML project segmenting Palmer Penguins via Agglomerative Hierarchical Clustering. Features data preprocessing , Dendrogram analysis (Ward's method) for optimal cluster selection, and in…

   Jupyter Notebook