Published inTDS ArchiveLogistic RegressionA deep introduction to multiclass logistic regression with theory and Python implementationMar 27, 2023Mar 27, 2023
My 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
Published inTDS ArchiveLinear Discriminant AnalysisAn introduction to Linear Discriminant Analysis (LDA) with theory and Python implementationApr 9, 2021Apr 9, 2021
Published inTDS ArchiveQuadratic Discriminant AnalysisA deep introduction to Quadratic Discriminant Analysis (QDA) with theory and Python implementationApr 2, 2021Apr 2, 2021
Published inTDS ArchiveOverview of ClassifiersA gentle introduction to classification, overview of models, and important concepts thereinMar 30, 2021Mar 30, 2021
Published inTDS ArchiveHow to improve your linear regression with basis functions and regularizationIntroduction to basis functions and regularization with theory and Python implementationMar 25, 20212Mar 25, 20212
Published inTDS ArchiveHow linear regression actually works — theory and implementationWe derive the maximum likelihood estimate and implement itMar 22, 20211Mar 22, 20211
Published inTDS ArchiveWhat is Bayesian inference?From intuitive explanation to mathematical theory with a classic coin toss exampleMar 18, 2021Mar 18, 2021
Published inTDS ArchiveThe curse of dimensionalityAn intuitive demonstration of the curse of dimensionality, and what we can do to combat itMar 15, 20211Mar 15, 20211
