David FarrugiainPython in Plain EnglishBuilding Better Machine Learning Models Using Coresets — Part 1A hands-on introduction to the powerful world of coresetsApr 4Apr 4
David FarrugiainPython in Plain EnglishEvaluating Clustering in Machine LearningA guide to why, how, and what in unsupervised clusteringJan 161Jan 161
David FarrugiainPython in Plain EnglishLinear Regression versus Poisson RegressionA guide to understanding the right tool for your dataJan 115Jan 115
David FarrugiainBe YourselfThe 6 Life Lessons that You Need to MasterA personal journey to become the ruler of your life.Oct 15, 2023Oct 15, 2023
David FarrugiainTowards Data ScienceIntroduction to Data Version ControlA step-by-step guide to implementing your own DVC in Python using HangarAug 18, 20231Aug 18, 20231
David FarrugiainArtificial CornerIntroduction to Markov Chains in PythonA practical guide to writing your first Markov Chain program in PythonJul 9, 2023Jul 9, 2023
David FarrugiainTowards Data ScienceUpholding Data Quality in Machine Learning SystemsA recommendation on the unseen cornerstone of Machine LearningJun 29, 2023Jun 29, 2023
David FarrugiainTowards Data ScienceTop 4 Plots in Machine LearningA practical guide to the most important visualisations to master machine learningJun 16, 2023Jun 16, 2023
David FarrugiainTowards Data ScienceUnderstanding Mosaic PlotsA comprehensive guide to effectively plot multi-variate datasets using statsmodels and MatplotlibJun 13, 2023Jun 13, 2023
David FarrugiainTowards Data Science3 Quick Tips to Better ProgrammingA quick and straight-to-the-point guide to better codingMay 30, 2023May 30, 2023