Manos AntoniouinTowards Data ScienceSolve a real-world churn problem with Machine learning (including a detailed case study)Using R & TidyverseApr 24, 2021Apr 24, 2021
Manos AntoniouinTowards Data SciencePredict using classification methods in RIn this analysis i’ll build a model that will predict whether a tumor is malignant or benign, based on data from a study on breast cancer…Sep 9, 2020Sep 9, 2020
Manos AntoniouinTowards Data SciencePredicting the future popularity of programming languagesStack overflow data were used for this analysis. The dataset was downloaded from the Stack Exchange Data Explorer. The processed file is…Sep 15, 20196Sep 15, 20196
Manos AntoniouinTowards Data ScienceClustering of EU countriesSegmentation of EU countries, including cluster analysis based on consumer & business confidence indicatorsOct 28, 2018Oct 28, 2018
Manos AntoniouinTowards Data ScienceForecasting GDP in the eurozoneForecasting eurozone quarterly GDP (Gross domestic product) using Eurostat data & ARIMA modellingAug 26, 20182Aug 26, 20182
Manos AntoniouinTowards Data ScienceWeb scraping and analyzing 400,000 articles from a news blogAre there any trends & seasonality on the daily posting frequency of a leading online publisher?Jul 5, 2018Jul 5, 2018
Manos AntoniouinTowards Data ScienceText analytics & topic modelling on music genres song lyricsThis analysis uses a dataset of more than 380,000 songs since 1970 published in kaggle. The main objective is to develop clusters of music…Jun 27, 2018Jun 27, 2018