Projects

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Quantitative Analysis for voting behaviors
Implement quantitative methods to data collected from civilians, trying to predict their voting behavior.
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Customer Retention with ANN
Predict behavior to retain customers. Analyze all relevant customer data and develop focused customer retention programs.
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Google Forms results analysis
Extract Google forms results and analysing them. Dealed with descriptive statistics, plots, parametric and non-parametric tests, multiple linear regression and a multilayer perceptron model.
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Statistical Analysis for Msc Module
Analysis of a given dataset, for module " Tools for Statistical Data Analysis". Dealed with descriptive statistics, plots, parametric and non-parametric tests, multiple linear regression and built a deep neural network.
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EDA , Earthquakes in Greece
From an updated and extended earthquake catalogue for Greece and adjacent areas since 1901  an exploratory data analysis was made in order to examine results and draw some insights. Data collected from all stations, corresponding to earthquakes occurring in the territory of Greece and the bordering areas, are analyzed routinely in detail. Institute of Geodynamics, National Observatory of Athens
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X-Ray Pneumonia Detection
A CNN is built to classify whether an input of a chest X-Ray image reveals pneumonia or not. Dataset contains 2 classes: Normal : Here are the samples that describe the normal (no pneumonia) case Pneumonia : This directory contains those samples that are the pneumonia cases.Model was built using keras library.
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