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Data detective
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Data detective
  • Reading, United Kingdom

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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