How to transform features into Normal/Gaussian Distribution
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Machine learning or Deep Learning, some of the models …
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Normal Distribution
Statistics for Data Science: What is Skewness and Why is it Important?
ArticleVideo BookInterview Quiz Overview Skewness is a key statistics concept you must know in the data science and analytics fields Learn what is skewness, …
Statistics for Data Science: What is Normal Distribution?
ArticleVideo Book Introduction to the Normal Distribution Have you heard of the bell curve? It tends to be among the most discussed water-cooler topics …
Statistics for Data Science: Introduction to the Central Limit Theorem (with implementation in R)
What is the central limit theorem? What are it’s applications? And how can you implement the central limit theorem in R? Find out in this article!
6 Common Probability Distributions every data science professional should know
ArticleVideo BookInterview Quiz Introduction Welcome to the world of Probability in Data Science! Let me start things off with an intuitive example. Suppose you …
Basics of Probability for Data Science explained with examples in R
ArticleVideo Book Introduction Statistically, the probability of any one of us being here is so small that you’d think the mere fact of existing …
Comprehensive & Practical Inferential Statistics Guide for data science
ArticleVideo Book Introduction Statistics is one of the key fundamental skills required for data science. Any expert in data science would surely recommend learning / …
