William Caicedo-Torres, PhDinTowards Data ScienceAn Accessible Derivation of Linear RegressionThe math behind the model, from additive assumptions to pseudoinverse matrices9 min read·Aug 23, 2023----
William Caicedo-Torres, PhDinBetter ProgrammingAn Accessible Derivation of Logistic RegressionThe math behind the model, from Bernoulli to Cross-Entropy6 min read·Feb 25, 2023----
William Caicedo-Torres, PhDIdentifying Returning Moviegoers With Machine LearningAt Movio, our core mission is to connect moviegoers to their ideal movie, so everyone can experience the magic of cinema. Because of this…11 min read·Jun 10, 2021----
William Caicedo-Torres, PhDCómo los epidemiólogos hacen magia y modelan las epidemias (para dummies)De la intuición detrás de los modelos epidemiológicos y por qué son tan útiles en manos de los expertos12 min read·Apr 18, 2020----
William Caicedo-Torres, PhDinAnalytics VidhyaHow epidemiologists do their magic and model outbreaks(for the rest of us)Intuitions behind epidemic models and why they are so useful for experts11 min read·Apr 14, 2020----