jb-ds2020

1st_Project

This is my first data science project during the bootcamp. I figured out recommendations for finding houses in King County (USA) based on exploratory data analysis. Furthermore a multivariate linear regression model was developed to actually predict the house prices.

2nd_Project

This is our second project at neuefische DS Bootcamp. Silas Mederer (https://github.com/sls-mdr) and me applied different ML models and for credit default prediction of the P2P platform Lending Club.

data-engineering-zoomcamp-2023

Free Data Engineering course!

data-engineering-zoomcamp-2023-homework

homework

de_zoomcamp_2023

my learning journey on DE zoomcamp

dezoomcamp-week_3

examples

TensorFlow examples

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.

prefect-code

prefect code

python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)

jb-ds2020/2nd_Project

This is our second project at neuefische DS Bootcamp. Silas Mederer (https://github.com/sls-mdr) and me applied different ML models and for credit default prediction of the P2P platform Lending Club.

jb-ds2020/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.

jb-ds2020/1st_Project

This is my first data science project during the bootcamp. I figured out recommendations for finding houses in King County (USA) based on exploratory data analysis. Furthermore a multivariate linear regression model was developed to actually predict the house prices.

jb-ds2020/data-engineering-zoomcamp-2023

Free Data Engineering course!

jb-ds2020/data-engineering-zoomcamp-2023-homework

homework

jb-ds2020/de_zoomcamp_2023

my learning journey on DE zoomcamp

jb-ds2020/dezoomcamp-week_3

jb-ds2020/examples

TensorFlow examples

jb-ds2020/prefect-code

prefect code

jb-ds2020/python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)

jb-ds2020/testingauto

Testing an autobuild for Docker

jb-ds2020/taxi-dbt

jb-ds2020/taxi_dbt_piperider

jb-ds2020/taxi_rides_ny_duckdb

PipeRider dbt workshop for DataTalksClub DE Zoomcamp