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1. Airbnb-User-Booking-Prediction- Airbnb-User-Booking-Prediction- Public

   redicting new users' first travel destinations using demographics and session data with Gradient Boosting. (Multi-class Classification)

   Jupyter Notebook

2. Customer-Segmentation Customer-Segmentation Public

   Credit card customer segmentation using K-Means Clustering and PCA dimensionality reduction.

   Jupyter Notebook

3. Online-Shoppers-Purchasing-Intention Online-Shoppers-Purchasing-Intention Public

   Online shoppers' purchasing intention prediction using Decision Trees and Pre/Post-Pruning analysis.

   Jupyter Notebook

4. Second-Hand-Car-Price-Prediction Second-Hand-Car-Price-Prediction Public

   Car price prediction using Linear Regression & Scikit-Learn pipelines. Achieved $R^2$ score of 0.8853.

   Jupyter Notebook

5. SVM-Price-Category-Classification SVM-Price-Category-Classification Public

   Multi-class price category classification using Support Vector Machines (SVM) and GridSearchCV pipelines.

   Jupyter Notebook

6. Kaggle-Survey-Dataset-Project Kaggle-Survey-Dataset-Project Public

   Kaggle Survey data mining project comparing baseline models with preprocessed data using KNN, Decision Trees, Naive Bayes, and Random Forest.

   Jupyter Notebook