- Reading, United Kingdom
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airbnb_rental_prediction
airbnb_rental_prediction PublicSupervised Learning project : Linear Regression model, Linear Reg Assumptions, model performance evaluation
Jupyter Notebook
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bagging_boosting
bagging_boosting PublicEnsemble Techniques : Bagging Classfiier, Boosting Classifiers, AdaBoost, Gradient Boosting, XGBoost, Stacking, Hyperparamter tuning
Jupyter Notebook
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eda_statistics_testing
eda_statistics_testing PublicThis 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
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model_tuning
model_tuning PublicSupervised Machine Learning : Hyperparamter tuning, GridSearchCV, RandomSearchCV
Jupyter Notebook
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personal-loan-modelling
personal-loan-modelling PublicSupervised Classfication models - Logistic Regression & Decision Tree, AUC-ROC Curve
Jupyter Notebook 1
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unsupervised_customer_segmentation
unsupervised_customer_segmentation PublicUnsupervised 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
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