Parag RadkeinTowards Data ScienceProbabilistic Graphical Models — IntroductionProbabilistic graphical models or PGM are frameworks used to create probabilistic models of complex real world scenarios and represent them…4 min read·Oct 13, 2017--2--2

Parag RadkeinTowards 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…4 min read·Sep 29, 2017--10--10

Parag RadkeinTowards Data ScienceLogistic Regression“It is more important to have beauty in one’s equations than to have them fit experiment…” — Paul Dirac3 min read·Sep 14, 2017----

Parag RadkeinTowards 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 Tukey3 min read·Sep 6, 2017--7--7