Data Science Articles

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Stephen Gossett Stephen Gossett
Updated on October 26, 2022

These 11 Startups Are Working on Data Privacy in Machine Learning

Techniques like federated learning and differential privacy are maturing — and attracting significant VC investment.

Stephen Gossett Stephen Gossett
Updated on October 26, 2022

Bar Chart Races Are Everywhere. Here’s Why Some Data Viz Experts Hate Them.

Bar chart races got banned from the biggest data viz subreddit. How on Earth did they get so controversial?

Anthony Figueroa Anthony Figueroa
Updated on October 25, 2022

Correlation Is Not Causation

Correlation occurs when two variables change at the same time, while causation is when a change in one variable causes the other to change. Here’s why you need to understand the difference.

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Eric Kleppen Eric Kleppen
Updated on October 24, 2022

How to Find Variance Using Python

If you’re wondering how to find the variance in your data set, look no further. Here’s how to calculate variance in a snap with Pandas.

Peter Grant Peter Grant
Updated on October 24, 2022

How to Speed Up Your Pandas Code by 10x

OK, actually just get out of Pandas. Try NumPy, instead.

Kerry Halladay Kerry Halladay
Updated on October 24, 2022

14 Conferences for Data Science Professionals (in Person and Virtual)

Whether you're looking to network or learn new skills, there’s something for everyone at these conferences.

Kurtis Pykes Kurtis Pykes
Updated on October 19, 2022

Cohen’s Kappa Explained

Cohen’s kappa is a quantitative measure of reliability for two raters that are evaluating the same thing. Here’s what you need to know and how to calculate it.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on October 19, 2022

16 Bash Commands Data Scientists Must Know

Bash commands are an important part of the data scientist’s toolkit. This guide introduces you to some of the most important ones.

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Parag Radke Parag Radke
Updated on October 14, 2022

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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Nikola Ilic Nikola Ilic
Updated on October 05, 2022

Important Power BI Formulas for Dynamic Filters to Know

Dynamic filtering in Power BI allow users to filter data without buttons or bookmarks. Here are the formulas you need to know.

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