Venkat RamanEntropy and Getting HiredHow increasing Entropy can help you get hired.Sep 22, 2022Sep 22, 2022

Venkat RamanThe Levels of Linear Regression UnderstandingDispelling misconception in Linear RegressionSep 21, 2022Sep 21, 2022

Venkat RamanFirst principles thinking in Data Science.First principles thinking in Data Science.Sep 15, 20221Sep 15, 20221

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.Aug 4, 2021Aug 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.Jul 21, 2021Jul 21, 2021

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

Venkat RamanAbstraction and Data Science — Not a great combinationHow Abstraction in Data Science can be dangerousJul 8, 20211Jul 8, 20211

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.Jun 21, 2021Jun 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…Nov 3, 2020Nov 3, 2020