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Manos Antoniou

Data Science | Advanced Analytics Blog

  • Oct 27
    Clustering of EU countries

    [Oct 27, 2018] Segmentation of EU countries, including cluster analysis based on consumer & business confidence indicators
  • Aug 26
    Forecasting GDP in the eurozone

    [Aug 26, 2018] Forecasting eurozone quarterly GDP (Gross domestic product) using Eurostat data & ARIMA modelling
  • Jun 24
    Text analytics & topic modelling on music genres song lyrics

    [Jun 24, 2018] 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

    [Apr 4, 2018] 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

    [Feb 19, 2018] 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

    [Dec 28, 2017] Develop a model that will predict the hand-written capital letters (English) displayed in a picture

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