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1. house_prices house_prices Public

   In this housing price prediction challenge, I practiced writing efficient code by building pipelines for preprocessing features (scaling numeric and encoding categorical) and modeling (linear and r…

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2. hospital_readmission hospital_readmission Public

   Analysis on Diabetic Patients’ Hospital Admission & Classification of Readmission

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3. employee_attrition employee_attrition Public

   Using employee data from a client, I explored the questions: (1) what kinds of people resign and (2) why do they resign? Specifically, I built classification models (logistic regression, decision t…

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4. titanic titanic Public

   Random forest classification with sex and passenger class identified as most important features to predicting passengers' survival in the sinking of Titanic

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5. russian_housing_market russian_housing_market Public

   Regression Modeling on Russian Housing Prices

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6. climatexpoverty climatexpoverty Public