David FarrugiainPython in Plain EnglishBuilding Better Machine Learning Models Using Coresets — Part 1A hands-on introduction to the powerful world of coresets·8 min read·Apr 4, 2024----
David FarrugiainPython in Plain EnglishEvaluating Clustering in Machine LearningA guide to why, how, and what in unsupervised clustering·8 min read·Jan 16, 2024--1--1
David FarrugiainPython in Plain EnglishLinear Regression versus Poisson RegressionA guide to understanding the right tool for your data·7 min read·Jan 11, 2024--5--5
David FarrugiainBe YourselfThe 6 Life Lessons that You Need to MasterA personal journey to become the ruler of your life.·6 min read·Oct 15, 2023----
David FarrugiainTowards Data ScienceIntroduction to Data Version ControlA step-by-step guide to implementing your own DVC in Python using Hangar·7 min read·Aug 18, 2023--1--1
David FarrugiainArtificial CornerIntroduction to Markov Chains in PythonA practical guide to writing your first Markov Chain program in Python·5 min read·Jul 9, 2023----
David FarrugiainTowards Data ScienceUpholding Data Quality in Machine Learning SystemsA recommendation on the unseen cornerstone of Machine Learning·4 min read·Jun 29, 2023----
David FarrugiainTowards Data ScienceTop 4 Plots in Machine LearningA practical guide to the most important visualisations to master machine learning·6 min read·Jun 16, 2023----
David FarrugiainTowards Data ScienceUnderstanding Mosaic PlotsA comprehensive guide to effectively plot multi-variate datasets using statsmodels and Matplotlib·7 min read·Jun 13, 2023----
David FarrugiainTowards Data Science3 Quick Tips to Better ProgrammingA quick and straight-to-the-point guide to better coding·5 min read·May 30, 2023----