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Silas Mederer's Projects

fbc-logistic-regression icon fbc-logistic-regression

A small fictitious business case in which a logistic regression was used to classify user behaviour.

mssql_airflow icon mssql_airflow

A minimal Airflow Hook for interacting with Microsoft SQL Server

nf-capstone-churn-prevention icon nf-capstone-churn-prevention

In our team capstone project (Carlotta U., Silas M. and Jonas B.) of our bootcamp at neue fische churn prevention was applied to a dataset of the german newspaper โ€œDie Zeitโ€. By predicting who is going to quit a subscription and doing churn prevention activities, a loss of subscribers can be avoided and revenues can be increased.

nf1-project-regression icon nf1-project-regression

First project at neuefische DS Bootcamp it was about the EDA and a multi regression real estate pricing on a dataset of King County (Washington, USA).

nf2-ml-default-loans icon nf2-ml-default-loans

This is our second project at neuefische DS Bootcamp. Silas Mederer and me implied different ML models and documented the EDA and our business understanding of the Lending Club.

rdc-model-comparison-donors-for-charity icon rdc-model-comparison-donors-for-charity

I used this notebook to discuss different supervised learning approaches. In the notebook you can find evaluations of a logistic regression, a K-Nearest-Neighboor, a Support Vector Machine, a Decision Tree and the ensemble methods Random Forest, AdaBoost and XGBoost Classifyer.

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