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Welcome to my Github Profile!

I am a data scientist who is passionate about machine learning and data visualization. My goal is to utilize data science to mitigate climate change and help accomplish the UN Sustainable Development Goals. I am also a contributing writer at established websites such as Towards Data Science and Analytics Vidhya. Furthermore, I have also published a book titled Simplifying Machine Learning with PyCaret, that quickly became a best seller at Leanpub. I encourage you to check my data science portfolio below, or visit my personal website for more details about me.

My Websites

giannis LinkedIn Medium Leanpub

My Data Science Stack

Python Pandas scikit-learn TensorFlow Jupyter Streamlit

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  1. pycaret-book pycaret-book Public

    Repository for the book Simplifying Machine Learning with PyCaret.

    Jupyter Notebook 57 23

  2. eu-stats eu-stats Public

    An Interactive Dashboard Providing Statistical Indicators and Analysis for EU Countries.

    Jupyter Notebook 8

  3. renewcast renewcast Public

    Renewcast: Forecasting Renewable Electricity Generation in EU Countries.

    Jupyter Notebook 36 17

  4. co2-forecasting co2-forecasting Public

    Forecasting Atmospheric CO2 Concentration with Classical and Machine Learning Models.

    Jupyter Notebook 6 7

  5. gfn-detector gfn-detector Public

    Greek Fake News Detector: A web app that detects fake news written in the greek language, based on spaCy and Streamlit.

    Jupyter Notebook 18 10

  6. climate-viz climate-viz Public

    Generating charts and animations for climate change data (GISTEMP v4), with the xarray and cartopy Python libraries.

    Jupyter Notebook 9 2