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1. Convolutional_neural_network Convolutional_neural_network Public

   Convolutional neural network to distinguish sunglasses from smartphones using a webcam.

   Jupyter Notebook

2. Markov_simulation Markov_simulation Public

   Class based simulation of customers moving in a supermarket between different aisles. Movement is based on a Markov model. Including simple visualization.

   Jupyter Notebook

3. ML_bike_sharing ML_bike_sharing Public

   Machine learning model to predict the number of rented bikes based on factors like weather prediction, time, weekday, etc.

   Jupyter Notebook

4. Movie_recommender Movie_recommender Public

   Heroku web app to recommend movies based on different algorithms

   Python

5. Sentiment_Analysis_Docker Sentiment_Analysis_Docker Public

   ETL sentiment analysis of tweets of a Twitter user. All steps are dockerized and can be posted by a slackbot in the end.

   Python

6. Time_series_analysis Time_series_analysis Public

   Time series analysis of the temperature in Berlin - Tempelhof from 1946 until 2022.

   Jupyter Notebook 1