William Caicedo-Torres, PhDinTowards Data ScienceAn Accessible Derivation of Linear RegressionThe math behind the model, from additive assumptions to pseudoinverse matricesAug 23, 2023Aug 23, 2023
William Caicedo-Torres, PhDinBetter ProgrammingAn Accessible Derivation of Logistic RegressionThe math behind the model, from Bernoulli to Cross-EntropyFeb 25, 2023Feb 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…Jun 10, 2021Jun 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 expertosApr 18, 2020Apr 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 expertsApr 14, 2020Apr 14, 2020