Stefan Hrouda-RasmusseninTowards Data ScienceLogistic RegressionA deep introduction to multiclass logistic regression with theory and Python implementationMar 27, 2023Mar 27, 2023
Stefan Hrouda-RasmussenMy first month as a Medium partnerHow much did I earn? What is my experience? What did I learn? Will I continue?Oct 13, 2022Oct 13, 2022
Stefan Hrouda-RasmusseninTowards Data ScienceLinear Discriminant AnalysisAn introduction to Linear Discriminant Analysis (LDA) with theory and Python implementationApr 9, 2021Apr 9, 2021
Stefan Hrouda-RasmusseninTowards Data ScienceQuadratic Discriminant AnalysisA deep introduction to Quadratic Discriminant Analysis (QDA) with theory and Python implementationApr 2, 2021Apr 2, 2021
Stefan Hrouda-RasmusseninTowards Data ScienceOverview of ClassifiersA gentle introduction to classification, overview of models, and important concepts thereinMar 30, 2021Mar 30, 2021
Stefan Hrouda-RasmusseninTowards Data ScienceHow to improve your linear regression with basis functions and regularizationIntroduction to basis functions and regularization with theory and Python implementationMar 25, 20212Mar 25, 20212
Stefan Hrouda-RasmusseninTowards Data ScienceHow linear regression actually works — theory and implementationWe derive the maximum likelihood estimate and implement itMar 22, 20211Mar 22, 20211
Stefan Hrouda-RasmusseninTowards Data ScienceWhat is Bayesian inference?From intuitive explanation to mathematical theory with a classic coin toss exampleMar 18, 2021Mar 18, 2021
Stefan Hrouda-RasmusseninTowards Data ScienceThe curse of dimensionalityAn intuitive demonstration of the curse of dimensionality, and what we can do to combat itMar 15, 20211Mar 15, 20211