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Data Science in your pocket

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Statistics

Mehul Gupta in Data Science in your pocket

Jun 11

AUC-ROC metric for Classification problems explained with example

Moving beyond Accuracy and F1 score

Mehul Gupta in Data Science in your pocket

Jan 9

What is Random Walk?

Understanding Random Walk and its types

Mehul Gupta in Data Science in your pocket

Jun 6, 2023

Permutation testing explained with an example

Moving beyond hypothesis testing

Mehul Gupta in Data Science in your pocket

May 24, 2023

What are confidence intervals?

Understanding the maths behind the statistical concept with an example

Mehul Gupta in Data Science in your pocket

Feb 15, 2023

Calculating Non-Linear correlation using Distance correlation with examples

Moving ahead of Pearson’s…

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Mehul Gupta in Data Science in your pocket

Apr 20, 2020

Calculating Precision & Recall for Multi-Class Classification

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Mehul Gupta in Data Science in your pocket

Aug 9, 2019

ANOVA Mathematics Explained

Last time, after an elaborate discussion on Hypothesis Testing, we will be jumping on to ANOVA(Analysis Of…

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Mehul Gupta in Data Science in your pocket

Aug 2, 2019

The A-Z of Hypothesis Testing

After knowing some basic concepts and different data distributions, we…

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Mehul Gupta in Data Science in your pocket

Jul 25, 2019

Various Data Distributions in Statistics

As promised in my last article(20+ stats concepts for Data…

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Mehul Gupta in Data Science in your pocket

Jul 12, 2019

20+ Statistics Concepts for Data Science Beginners

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