Category: Statistics for AI

The Concept Of Hypothesis Testing in Probability and Statistics!

In this article, we are going to learn about Hypothesis Testing. Hypothesis testing is a very important and elegant concept in Probability…

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The Role Of Statistics In The Era Of Big Data?

Techniques in AI/ML have made great advances and it is a great exploratory step. But for now, it has not…

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Statistical Analysis | How to Use Statistics to Derive Insights from Data

Instead of starting with the definition of statistics, I wish to start with the quote of Karl Pearson’s definition on…

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The Inferential Statistics Data Scientists Should Know

The foundations of Data Science and machine learning algorithms are in mathematics and statistics. To be the best Data Scientists…

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What is A Central Limit Theorem | Central Limit Theorem in R

What is one of the most important and core concepts of statistics that enables us to do predictive modeling, and yet…

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Inferential Statistics | A guide to Inferential Statistics for Data Scientists

The field of statistics consists of methods for describing and modeling variability and for making decisions when variability is present….

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What is a Statistical Model? “Modeling is an art, as well as a science and, is directed toward finding a…