Binayak MahapatraGradient Descent — What, Why and How of the optimized algorithmWe always look forward to optimize our models. We crave for maximum accuracy and minimum error. It’s a dream for every data scientist to…Apr 18, 2022Apr 18, 2022
Binayak MahapatraCentral Limit TheoremDefinition:- Central Limit Theorem states that for sufficiently large sample size from a population with finite level of variance, the mean…Sep 17, 2021Sep 17, 2021
Binayak MahapatraBinomial DistributionA coin has two possibilities. It can be either head or tail. Almost every sport has two outcomes. Either winning or losing. A loan default…Sep 16, 2021Sep 16, 2021
Binayak MahapatraHypothesis Testing : Part 2The Hypothesis testing has different scenarios. It comprises one-tail test and two-tail test. The one-tail test is either a lower tail and…Sep 15, 2021Sep 15, 2021
Binayak MahapatraHypothesis TestingThis article focuses on simplifying the steps on hypothesis testing. Basically it has two steps. The first step is the formulation and…Sep 14, 2021Sep 14, 2021