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Manos Antoniou

Data Science | Advanced Analytics Blog

  • Sep 14
    Predicting the future popularity of programming languages

    By using Stack Overflow usage data, build multiple forecasting models to predict future popularity of programming languages

  • Oct 27
    Clustering of EU countries

    Segmentation of EU countries, including cluster analysis based on consumer & business confidence indicators

  • Aug 26
    Forecasting GDP in the eurozone

    Forecasting eurozone quarterly GDP (Gross domestic product) using Eurostat data & ARIMA modelling

  • Jun 24
    Text analytics & topic modelling on music genres song lyrics

    Text analytics & topic modelling in more than 380,000 song lyrics, of various music genres in the past 50 years

  • Apr 4
    Web scraping and analyzing 400,000 articles

    Perform web scraping and analysis on 400,000 articles published by NEWSBEAST.GR, one of the main on-line publishers in Greece

  • Feb 19
    Predict using classification methods

    Build a model that will predict whether a tumor is malignant or benign, based on data from a study on breast cancer.

  • Dec 28
    Build a letter recognition classifier

    Develop a model that will predict the hand-written capital letters (English) displayed in a picture

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