Data Science Articles

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Brian Nordli Brian Nordli
Updated on July 08, 2021

Weighing the Trade-Offs of Explainable AI

It’s hard to audit an algorithm if you don’t understand how it thinks. But the answer isn’t always making things simpler.

Stephen Gossett Stephen Gossett
Updated on July 08, 2021

dscout Discusses How to Collect User Data on Gender Identity — and When Not to

Gender data can be valuable for a variety of reasons. But before you ask, consider why you’re asking, and how you frame the question.

Stephen Gossett Stephen Gossett
Updated on June 04, 2021

Airing Data Errors Doesn’t Have to Be Embarrassing

In praise of the (occasional) face plant.

Stephen Gossett Stephen Gossett
Updated on May 22, 2021

What Is Differential Privacy? Can ‘Noisy’ Data Help Add Anonymity to Public Data Sets?

The census and COVID exposure trackers rely on deliberately noisy data as a privacy measure. Here’s how it works.

Stephen Gossett Stephen Gossett
Updated on May 17, 2021

How to Onboard an Entry-Level Data Scientist

Data science grads are more qualified than ever, but they still need good mentors to apply their skills in the real world.

Stephen Gossett Stephen Gossett
Updated on January 14, 2021

Synthetic Data: How AI Uses Fake Data for Genuine Gains

Need more data to train your model? Make some.

Tatum Hunter Tatum Hunter
Updated on October 06, 2020

How DoNotPay’s Bots Battle Bureaucracy

Companies use stalling tactics to keep customers from getting their money back. Bots have nothing but time.

Stephen Gossett Stephen Gossett
Updated on September 18, 2020

Bad at Probability? Blame Human Psychology.

Mental shortcuts help us navigate the world. They also make us terrible at statistics.

Stephen Gossett Stephen Gossett
Updated on September 02, 2020

Racial Equity in Data Integration: How to Exclude Racial Bias in Data

A new toolkit offers advice on how to center racial equity throughout the lifecycle of administrative data.

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