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  1. twitter_data_pipeline twitter_data_pipeline Public

    Sentiment Analysis of tweets about car manufacturers. Complete Docker Pipeline with ETL job that is managed through Airflow.

    Python 8

  2. bachmannpreis bachmannpreis Public

    Predicting future winners of the Ingeborg-Bachmann-Preis with the help of NLP. Has a Flask app and a Rasa chatbot!

    Jupyter Notebook 1

  3. supermarket_simulation supermarket_simulation Public

    A Markov-chain based supermarket simulation.

    Jupyter Notebook 5 3

  4. movie_recommender movie_recommender Public

    Movie recommender web app with multiple recommendation algorithms. Implemented with Apache Spark and scikit-learn.

    Jupyter Notebook 1

  5. berlin_bike_traffic berlin_bike_traffic Public

    Dashboard for Berlin Bike Traffic. Written in dash / plotly. Shows data for bicycle counters across the city. Maps implemented with folium. Data wrangling with pandas.

    Jupyter Notebook 3 1

  6. projects projects Public

    Small projects in machine learning, data analysis, data engineering.

    Jupyter Notebook