Venkat RamanEntropy and Getting HiredHow increasing Entropy can help you get hired.2 min read·Sep 22, 2022----

Venkat RamanThe Levels of Linear Regression UnderstandingDispelling misconception in Linear Regression1 min read·Sep 21, 2022----

Venkat RamanFirst principles thinking in Data Science.First principles thinking in Data Science.2 min read·Sep 15, 2022--1--1

Venkat RamanBe Wary of Automated Feature Selection — Chi Square Test of Independence ExampleNot everything can be automated in Data Science. A good example is feature selection.3 min read·Aug 4, 2021----

Venkat Raman“All models are wrong, some are useful” ≠ Modeling is a futile exercise“All models are wrong “ should not be taken literally.2 min read·Jul 21, 2021----

Venkat RamanWhy saying “We accept the Null Hypothesis” is wrong. — An Intuitive ExplanationWhy saying “We accept the Null Hypothesis” is wrong.2 min read·Jul 15, 2021----

Venkat RamanAbstraction and Data Science — Not a great combinationHow Abstraction in Data Science can be dangerous5 min read·Jul 8, 2021--1--1

Venkat RamanLogistic Regression : Classification if you use Python, Regression if you use R !!The programming language you use perhaps determines whether you view Logistic Regression as a classification algorithm or not.3 min read·Jun 21, 2021----

Venkat RamaninTowards AIPredicting Heart Disease using Machine Learning? Don’t!I was recently invited to judge a Data Science competition. The students were given the ‘heart disease prediction’ dataset, perhaps an…4 min read·Nov 3, 2020----