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1. jb-ds2020/nf-ds3-capstone-churn-prevention jb-ds2020/nf-ds3-capstone-churn-prevention Public

   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 “Die Zeit”. By predicting who is g…

   Jupyter Notebook 3 4

2. nf2-ml-default-loans nf2-ml-default-loans Public

   Forked from jb-ds2020/2nd_Project

   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.

   Jupyter Notebook

3. nf1-project-regression nf1-project-regression Public

   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).

   Jupyter Notebook 1

4. rdc-model-comparison-donors-for-charity rdc-model-comparison-donors-for-charity Public

   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 Decis…

   Jupyter Notebook

5. fbc-linear-regression fbc-linear-regression Public

   You can find a fictive business case for a linear regression

   Jupyter Notebook

6. fbc-logistic-regression fbc-logistic-regression Public

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

   Jupyter Notebook