Data Science Articles

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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.

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.

Charna Parkey Charna Parkey
Updated on July 12, 2022

Machine Learning Platforms: Should You Buy Commercial or Build In-House?

Consider the best option in terms of time, money and change management.

Ben Lamm Ben Lamm
Updated on July 12, 2022

A Proposal to Democratize AI

To ensure AI fulfills its potential, we must democratize the technology to avoid allowing it to be yet another driver of inequality. Here’s how we start.

Artturi Jalli Artturi Jalli
Updated on July 12, 2022

What Is the @ Symbol in Python and How Do I Use It?

What does @property do? How about A @ B? In this tutorial I’ll walk you through all the different ways you can use the @ symbol in Python.

Anupam Chugh Anupam Chugh
Updated on July 11, 2022

Is Kaggle Worth It for Data Scientists?

Kaggle can be a great way for newcomers to build data science skills. At a certain point, though, its artificial nature and emphasis on competition become harmful.

Abdishakur Hassan Abdishakur Hassan
Updated on July 07, 2022

Create Interactive Dashboards With Panel and Python

Do you want to create flexible and powerful dashboards with Python? Follow along in this simple tutorial.

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