Venkat Raman – Medium

Venkat Raman

Entropy and Getting Hired

How increasing Entropy can help you get hired.

2 min readSep 22, 2022

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Entropy and Getting Hired

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Venkat Raman

The Levels of Linear Regression Understanding

Dispelling misconception in Linear Regression

1 min readSep 21, 2022

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The Levels of Linear Regression Understanding

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Venkat Raman

The Big XY problem in Data Science

XY problem in Data Science

2 min readSep 16, 2022

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The Big XY problem in Data Science

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Venkat Raman

First principles thinking in Data Science.

First principles thinking in Data Science.

2 min readSep 15, 2022

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First principles thinking in Data Science.

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Venkat Raman

Be Wary of Automated Feature Selection — Chi Square Test of Independence Example

Not everything can be automated in Data Science. A good example is feature selection.

3 min readAug 4, 2021

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Be Wary of Automated Feature Selection — Chi Square Test of Independence Example

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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 readJul 21, 2021

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“All models are wrong, some are useful” ≠ Modeling is a futile exercise

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Venkat Raman

Why saying “We accept the Null Hypothesis” is wrong. — An Intuitive Explanation

Why saying “We accept the Null Hypothesis” is wrong.

2 min readJul 15, 2021

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Why saying “We accept the Null Hypothesis” is wrong. — An Intuitive Explanation

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Venkat Raman

Abstraction and Data Science — Not a great combination

How Abstraction in Data Science can be dangerous

5 min readJul 8, 2021

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Abstraction and Data Science — Not a great combination

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Venkat Raman

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.

3 min readJun 21, 2021

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Logistic Regression : Classification if you use Python, Regression if you use R !!

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Venkat Raman
in
Towards AI

Predicting 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 readNov 3, 2020

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Predicting Heart Disease using Machine Learning? Don’t!

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Venkat Raman

Venkat Raman

Co-Founder of Aryma Labs. Data scientist/Statistician with business acumen. Hoping to amass knowledge and share it throughout my life. Rafa Nadal Fan.

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