The Levels of Linear Regression UnderstandingDispelling misconception in Linear RegressionSep 21, 2022Sep 21, 2022
First principles thinking in Data Science.First principles thinking in Data Science.Sep 15, 20221Sep 15, 20221
Be 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
“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
Why saying “We accept the Null Hypothesis” is wrong. — An Intuitive ExplanationWhy saying “We accept the Null Hypothesis” is wrong.Jul 15, 2021Jul 15, 2021
Abstraction and Data Science — Not a great combinationHow Abstraction in Data Science can be dangerousJul 8, 20211Jul 8, 20211
Logistic 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
Published inTowards 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