Published inTowards Data ScienceProbabilistic Graphical Models — IntroductionProbabilistic graphical models or PGM are frameworks used to create probabilistic models of complex real world scenarios and represent them…Oct 13, 20172Oct 13, 20172
Published inTowards Data ScienceGaussian Discriminant Analysis an example of Generative Learning AlgorithmsGenerative Learning Algorithms: In Linear Regression and Logistic Regression both we modelled conditional distribution of y given x, as…Sep 29, 201710Sep 29, 201710
Published inTowards Data ScienceLogistic Regression“It is more important to have beauty in one’s equations than to have them fit experiment…” — Paul DiracSep 14, 2017Sep 14, 2017
Published inTowards Data ScienceLinear Regression“An approximate answer to the right problem is worth a good deal more than an exact answer to an approximate problem.” — John TukeySep 6, 20177Sep 6, 20177
