Statistics for Data Science: What is Skewness and Why is it Important?
Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, and why it’s …
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Cheatsheet – 11 Steps for Data Exploration in R (with codes)
Introduction If you wish to build an impeccable predictive model, trust me, neither any programming language nor any machine learning algorithm can award it …
How to detect Outliers in your dataset and treat them?
In the last two articles of this series (data exploration & preparation), we looked at Variable identification, Univariate, Bi-variate analysis and Missing values treatment. In this article, …
