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Moritz Baumann's Projects

cloud_data_engineering icon cloud_data_engineering

This is a data engineering project, in which I use Python, MySQL and AWS Services to create and automatically update an online database.

movie_recommenders icon movie_recommenders

Did you ever wonder how the recommendations on Netflix work? Find out in this project, where I build three basic movie recommenders and implement them in a streamlit App.

python_ab_testing icon python_ab_testing

To A/B test the re-design of a button of the Montana State University Library website, I use chi-square tests and pairwise post-hoc comparisons in Python.

sql_business_analysis icon sql_business_analysis

In this project, I use SQL queries to explore the relational database of a fictive Brazilian e-commerce company, Magist. In particular, I'm interested in its technology products and sellers and answer related business questions.

supervised_ml_house_prices icon supervised_ml_house_prices

In this Supervised Machine Learning project I analyze a dataset of housing data and train machine learning algorithms to predict house prices.

unsupervised_ml_spotify_playlists icon unsupervised_ml_spotify_playlists

In this Unsupervised Machine Learning project I analyse a dataset of 5000 songs and assign them to playlists based on their musical features.

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