Data Science Articles

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Stephen Gossett Stephen Gossett
Updated on April 08, 2025

Bad at Probability? Blame Human Psychology.

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

Bad at Probability? Blame Human Psychology.
Rohit Verma Rohit Verma
Updated on April 07, 2025

How to Use GraphFrames for Entity Relationships on Databricks

Our expert explains how his team built a scalable architecture for graph-based processing.

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Terence Shin Terence Shin
Updated on April 03, 2025

What Is Model Deployment in Machine Learning?

Model deployment is the process of integrating a machine learning model into a production environment where it can take in an input and return an output. Here’s why it’s important, how it works and factors and challenges to consider.

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Tony Yiu Tony Yiu
Updated on April 03, 2025

How to Prove Causation

To prove causation when you can’t run an actual experiment, introduce pseudo-randomness. In particular, instrumental variables can be used to mimic experiments and isolate causal effects to help reveal causation.

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Stephen Gossett Stephen Gossett
Updated on April 03, 2025

What to Do When You’re an Organization’s First Data Scientist

How to boldly go where none have gone before.

What to Do When You’re an Organization’s First Data Scientist
Quinten Dol Quinten Dol
Updated on April 03, 2025

Can Machine Learning Help Clean Up a Tornado’s Financial Aftermath?

New CoreLogic software gives insurers and first responders tornado damage estimates in real-time.

Can Machine Learning Help Clean Up A Tornado’s Financial Aftermath?
Anmolika Singh Anmolika Singh
Updated on April 02, 2025

What Is Data Abstraction?

Data abstraction is a technique that hides intricate implementation details while spotlighting only essential functionalities. Here’s what you need to know.

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Larry Yang Larry Yang
Updated on April 02, 2025

How DeepSeek Is Accelerating the Growth of AI Infrastructure

DeepSeek opened a path for the AI industry to enhance efficiency, scalability and accessibility of AI models. Here’s what that means for AI infrastructure.

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Mike Cobb Mike Cobb
Updated on April 01, 2025

What Happens to Your Data When Companies Go Bankrupt?

23andMe’s bankruptcy filing has underscored a chilling reality for consumers: your personal data can be sold off as an asset when companies collapse, even after you delete it. Here’s what to know.

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Conlan Carter Conlan Carter
Updated on March 31, 2025

5 Top Companies Hiring Data Scientists Boston

Data scientists are in demand in Boston, and these companies are looking to hire.

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