Data Science Articles

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Jye Sawtell-Rickson Jye Sawtell-Rickson
Updated on July 26, 2022

Rage Against the Machine Learning: My War With Recommendation Engines

The battle against relentless product recommendations doesn’t have to be a zero-sum game.

Jordan Morrow Jordan Morrow
Updated on July 26, 2022

Is Your Company Ready for 5G?

To navigate the transition, your organization must be fully data-driven — and that means improving data literacy.

Jen Hsin Jen Hsin
Updated on July 26, 2022

3 Guiding AI Principles to Kick-Start Your Next Initiative

How can you optimally design and complete an AI project?

Hillary Ashton Hillary Ashton
Updated on July 22, 2022

How AI Can Be Used to Help Employees Safely Return to Work

Machine learning can help companies understand if their strategies to keep customers and employees safe are working — while also continuing to foster growth.

Henri Woodcock Henri Woodcock
Updated on July 22, 2022

Stop Using NumPy’s Global Random Seed

Set random seeds for individual classes in Python, instead. Here’s how.

Eric Kleppen Eric Kleppen
Updated on July 19, 2022

How to Practice Word2Vec for NLP Using Python

In this tutorial, I’ll show you how to vectorize text using Gensim and Plotly.

Edward Hearn Edward Hearn
Updated on July 18, 2022

Are Empirical Bayes Models a Data Science Panacea?

Empirical Bayes models are a vital part of the statistician’s toolbox, even if they can’t fully bridge the gap between Bayesian and Frequentist approaches.

Edward Hearn Edward Hearn
Updated on July 18, 2022

Is Proprietary Software Really Better Than Open-Source?

How I learned to stop worrying and love the free lunch.

Edward Hearn Edward Hearn
Updated on July 18, 2022

What Happens When Researchers ‘Clean’ Data?

Although researchers often spend little time discussing data preparation, it has the potential to massively alter a given study’s results. To ensure research remains useful, we need universal standards and better documentation.

Chris Dowsett Chris Dowsett
Updated on July 12, 2022

Data Science vs. Decision Science: What’s the Difference?

Data scientists and decision scientists do very different, though equally important, work. Here’s how to tell the difference.

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