Data Science Trainee

ING Germany

Hey, I’m Jonathan!

I am passionate about data because it can uncover hidden structures and enable informed decisions.

Hence, I use various econometric or machine learning methods to create analyses that (supposedly) generate fascinating insights.

I want to share this fascination with others.

Feel free to have a look at my projects and insights that I post here from time to time 🚀

From My Blog

Seasonal Adjustment of Daily Time Series

Introducing the novel DSA procedure by the German Central Bank.

Ideology Classification of U.S. News through Sentiment

Exposing the partisanship of news providers.

What Pete Buttigieg Has to Say About Data-Driven Decision Making

Former democratic presidential candidate and “Tech-Mayor” firmly believes in data and analysis.

How to Increase the Interpretability of Your Predictive Model

Practical insights from a business perspective.

How 190 Students and I Have Learned Data Science

Actionable strategies on how to learn to code.

Projects

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U.S. News

I gathered U.S. news articles through web scraping and conducted sentiment, topic, and regression analyses in this repository.

Boosting Gradient Boosting Interpretability

I predicted and interpreted cross-selling purchase probabilities using XGBoost and SHAP values in R.

Financial Literacy and Stock Market Participation

I analyzed the Survey of Consumer Finances 2016 with regards to the effect of financial literacy to stock market participation using R.

TechAcademy

TechAcademy e.V. prepares students for the digital future in the fields of Data Science and Web Development. Have a look on our website.

Hi there!

This form is for contacting me about opportunities to work together.