Data Science Articles

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Claudiu Clement Claudiu Clement
Updated on May 22, 2025

The Difference Between Standard Deviation and Standard Error

Standard deviation measures the variability of data in relation to the mean, while standard error measures the variability of different sample means. Take a closer look at how to calculate each and the main differences between the two.

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Michael Galarnyk Michael Galarnyk
Updated on May 22, 2025

Explaining the Empirical Rule for Normal Distribution

The empirical rule, also known as the 68-95-99.7 rule, states that almost all the data in a normal distribution falls within three standard deviations of the mean. Take a deeper dive into the different aspects of the rule.

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Parag Radke Parag Radke
Updated on May 22, 2025

Basic Probability Theory and Statistics Terms to Know

Probability statistics measures the likelihood of an event happening. Here are the theories and statistics you need to know for machine learning.

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Sidath Asiri Sidath Asiri
Updated on May 22, 2025

An Introduction to Classification in Machine Learning

Classification is a supervised machine learning process that predicts the class of input data based on the algorithms training data. Here’s what you need to know.

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Metin Kortak Metin Kortak
Updated on May 21, 2025

What Is Quantum Machine Learning?

Quantum machine learning blends quantum computing methods with machine learning to process complex data and produce efficient results. Learn more.

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Adrienne Kline Adrienne Kline
Updated on May 21, 2025

Parametric vs. Non-Parametric Tests and When to Use Them

A parametric test is a type of statistical test that assumes the data follows a certain distribution (normal, binomial, etc.), while a non-parametric test is a type of statistical test that does not assume any specific distribution for the data used.

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Jeff Rumage Jeff Rumage
Updated on May 20, 2025

What Is Bioinformatics?

Bioinformatics uses algorithms to analyze increasingly large biological datasets generated through genomic sequencing. This analysis has accelerated disease research, drug discovery and our understanding of how organisms have evolved over time.

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Taylor Rose Taylor Rose
Updated on May 13, 2025

Building Better with AI: How Chicago Tech Leaders are Using AI to Help Their Teams Scale 

An inside look at the way these tech leaders are using — and building — new AI models.

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Taylor Rose Taylor Rose
Updated on May 09, 2025

How 4 Boston Tech Leaders Are Scaling to New Heights With AI 

Boston-based professionals share how they are empowering their teams to integrate the technology at work.

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Sardar Mudassar Ali Khan Sardar Mudassar Ali Khan
Updated on May 07, 2025

NOLOCK in SQL Server Explained

The NOLOCK hint in SQL Server allows a SELECT statement to bypass shared locks to read data from a table. Here’s what to know about its advantages and risks.

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