Manos Antoniou

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