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1. Weather-Report Weather-Report Public

   My first attempt to create a map for Germany that shows real world information like temperature, wind or precipitation. My goal is to then make the map dynamic and finally add a ML based forecast.

   HTML

2. fashion_mnist fashion_mnist Public

   My first attempt for a Neural Net to interpret simple, visual Data.

   Python

3. House-Prices House-Prices Public

   In this ML project I analyze the wellknown "house prices" data set (https://www.kaggle.com/c/house-prices-advanced-regression-techniques) and create a pipeline to optimize my model and its predicti…

   Python

4. SQL-Chinook SQL-Chinook Public

   First attempt to use SQL to analyse and manipulate a database, using the wellknown Chinook database.

5. Titanic_Project Titanic_Project Public

   My first ML project in which I first tested multiple models [notebooks/*] on the wellknown Titanic data from Kaggle. The main part consists of an automated and freely configurable Pipeline and anal…

   Python

6. IMDB IMDB Public

   First attempt to analyze pure text data (movie reviews) and predict the persons sentiment (positive/negative) by using TfidfVectorizer.

   Python