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@MariaDimopoulou
MariaDimopoulou
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MariaDimopoulou MariaDimopoulou

Data Science & Data Analysis Explorer |MSc in Business Mathematics |BSc in Mathematics

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  1. Churn-Prediction-Customer-Segmentation-in-E-CommerceChurn-Prediction-Customer-Segmentation-in-E-CommercePublic

    This project focuses on predicting customer churn in an e-commerce setting using machine learning techniques.

    Jupyter Notebook 3 1

  2. Digit-Recognition-using-Singular-Value-DecompositionDigit-Recognition-using-Singular-Value-DecompositionPublic

    This project implements classification of handwritten digits from the U.S Postal Service Database.

    Jupyter Notebook

  3. House-Prediction-PricesHouse-Prediction-PricesPublic

    Predicting house prices using linear regression models based on different features.

    Jupyter Notebook

  4. Linear-Algebra-based-Illumination-ControlLinear-Algebra-based-Illumination-ControlPublic

    Optimizing lighting distribution across regions by adjusting lamp powers.

    Python

  5. MovieGenreClassificationNLPMovieGenreClassificationNLPPublic

    NLP techniques to classify movies based on their descriptions into various genres.

    Jupyter Notebook

  6. PageRankAlgorithmFormula1PageRankAlgorithmFormula1Public

    The project analyzes Formula 1 race results, employing the PageRank algorithm. It systematically evaluates drivers and teams based on head-to-head performance.

    Jupyter Notebook


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