Mohamed ArebiDecision Trees: The unfounded strength of recursive decision rulesIntroduction15 min read·Feb 8, 2021----
Mohamed ArebiConfounding Variables in Regression AnalysisArticle also available in my webiste with interactive plots here11 min read·Oct 30, 2020----
Mohamed ArebiDigging Deep Into the New York Taxi DatasetThe article can also be found on my website with interactive plots here.42 min read·Oct 16, 2020----
Mohamed ArebiApplying Over-Sampling Methods to Highly Imbalanced DataI mentioned various undersampling approaches for dealing with highly imbalanced data in the earlier post “Applying Under-Sampling Methods…3 min read·Aug 15, 2020----
Mohamed ArebiApplying Under-Sampling Methods to Highly Imbalanced DataClass imbalance can lead to a significant bias toward the dominant class, lowering classification performance and increasing the frequency…7 min read·Aug 12, 2020----
Mohamed ArebiLogistic Regression: With Application and Analysis on the ‘Rain in Australia’ DatasetThe article can also be found on my website here.25 min read·Jul 9, 2020----
Mohamed ArebiPolynomial RegressionThe article can also be found on my website here.8 min read·May 15, 2020----
Mohamed ArebiCOVID-19: An Interactive AnalysisA deep dive into the Coronavirus data13 min read·Mar 28, 2020----
Mohamed ArebiWhy I started BloggingI’ve been studying machine learning, data analysis and all-stuff data for almost a year now. It’s been an exciting journey, I got to talk…3 min read·Mar 26, 2020----
Mohamed ArebiLinear Regression: All you need to knowThe article can also be found on my website here.13 min read·Mar 11, 2020----
