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1. airbnb_rental_prediction airbnb_rental_prediction Public

   Supervised Learning project : Linear Regression model, Linear Reg Assumptions, model performance evaluation

   Jupyter Notebook

2. bagging_boosting bagging_boosting Public

   Ensemble Techniques : Bagging Classfiier, Boosting Classifiers, AdaBoost, Gradient Boosting, XGBoost, Stacking, Hyperparamter tuning

   Jupyter Notebook

3. eda_statistics_testing eda_statistics_testing Public

   This project used Statistical Analysis and Visualization to leverage customer's health information like smoking habits, BMI, age, gender, etc., and checked statistical evidences to make valuable de…

   Jupyter Notebook

4. model_tuning model_tuning Public

   Supervised Machine Learning : Hyperparamter tuning, GridSearchCV, RandomSearchCV

   Jupyter Notebook

5. personal-loan-modelling personal-loan-modelling Public

   Supervised Classfication models - Logistic Regression & Decision Tree, AUC-ROC Curve

   Jupyter Notebook 1

6. unsupervised_customer_segmentation unsupervised_customer_segmentation Public

   Unsupervised clustering technique - K-Means & Hierarchical clustering to identify different segments in the existing customer based on their spending patterns as well as past interaction with the b…

   Jupyter Notebook