Manos AntoniouinTowards Data ScienceSolve a real-world churn problem with Machine learning (including a detailed case study)Using R & Tidyverse11 min read·Apr 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…6 min read·Sep 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…4 min read·Sep 15, 2019--6--6
Manos AntoniouinTowards Data ScienceClustering of EU countriesSegmentation of EU countries, including cluster analysis based on consumer & business confidence indicators6 min read·Oct 28, 2018----
Manos AntoniouinTowards Data ScienceForecasting GDP in the eurozoneForecasting eurozone quarterly GDP (Gross domestic product) using Eurostat data & ARIMA modelling6 min read·Aug 26, 2018--2--2
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?4 min read·Jul 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…5 min read·Jun 27, 2018----
