PinnedAmit SinghBayesian network with Causal inference and Conformal predictionIf you are interested in decision science, you must have come across Bayes theorem. Literally that’s all you need to know in prior to…Apr 15, 20222Apr 15, 20222
Amit SinghProbabilistic models — Part1This is the first blog in the series of probabilistic models. In this blog we will study the basics of parametric probabilistic models and…Jun 24, 20221Jun 24, 20221
Amit SinghLinear regression with confoundersIf you are reading this blog, I believe that you have basic familiarity with linear regression. In statistics, linear regression is a…Mar 13, 2022Mar 13, 2022
Amit SinghCausal InferenceHave you ever wondered why the ML model is generating particular output? Most of the ML models mimic the joint distribution of the data in…Mar 5, 2022Mar 5, 2022
Amit SinghInformal Introduction to Optimal TransportAs per wiki definition, transportation theory or transport theory is a name given to the study of optimal transportation and allocation of…Feb 18, 2022Feb 18, 2022