sls-mdr

nf-ds3-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 “Die Zeit”. 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.

awesome-public-datasets

A topic-centric list of HQ open datasets.

btre_django_cms

A little CMS to upload real estate listings

cv

Just my cv

docs.getdbt.com

The code behind docs.getdbt.com

fbc-linear-regression

You can find a fictive business case for a linear regression

fbc-logistic-regression

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

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

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

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.

sls-mdr/awesome-public-datasets

A topic-centric list of HQ open datasets.

sls-mdr/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).

sls-mdr/cv

Just my cv

sls-mdr/docs.getdbt.com

The code behind docs.getdbt.com

sls-mdr/fbc-linear-regression

You can find a fictive business case for a linear regression

sls-mdr/fbc-logistic-regression

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

sls-mdr/little-oop-exercises

Here I collect a few OOP exercises I did for training

sls-mdr/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.

sls-mdr/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.

sls-mdr/machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

sls-mdr/mssql_airflow

A minimal Airflow Hook for interacting with Microsoft SQL Server

sls-mdr/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 “Die Zeit”. 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.

sls-mdr/rdc-nlp-SPAM-classifier

This repo is used to show the implementation of a real data based SPAM classifier.

sls-mdr/sls-mdr

sls-mdr/training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).