Machine Learning Articles

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Ellen Glover Ellen Glover
Updated on February 19, 2025

What Is Model Distillation?

Distillation condenses large AI models into smaller, more efficient ones — cutting down costs and complexity while preserving all the advanced capabilities.

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Mamdouh Refaat Mamdouh Refaat
Updated on February 12, 2025

What Is Overfitting?

Overfitting is when a machine learning model performs well with its training data but performs poorly with new data. Here’s an in-depth review of what can lead to overfitting, how it differs from underfitting and methods for detecting and avoiding it.

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Juan D. Ramirez Juan D. Ramirez
Updated on February 04, 2025

What DeepSeek Means for the Future of AI

The superfast, superefficient Chinese model marks a paradigm shift in AI development.

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Lisa Bertagnoli Lisa Bertagnoli
Updated on January 30, 2025

21 Top Cognitive Computing Technologies Companies to Know

Cognitive computing technologies have rocketed since 2011, when a computer won a game show.

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Stephen Gossett Stephen Gossett
Updated on January 30, 2025

Top 31 Computer Vision Companies and Startups

Driven by AI, computer vision trains computers to analyze and understand images on an advanced level for various industries, from automotive to professional sports.

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Shanti Greene Shanti Greene
Updated on January 28, 2025

Partial Least Squares Regression (PLS)

You can use partial least squares regression to analyze relationships among multiple variables in a data set. Here’s what to know.

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Simon Bailey and Tord Strømdal Simon Bailey and Tord Strømdal
Updated on January 27, 2025

Here’s How AI Can Detect Mines and Save Lives

AI-powered drones have the potential to make it faster and safer to remove mines. Our experts explain how it works and why the future may not be that far away.   

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Minghong Fang Minghong Fang
Updated on January 24, 2025

Federated Learning Has Security Holes. Here’s How to Fix Them.

Our expert presents solutions to poisoning attacks in distributed machine learning, ensuring that privacy and efficiency can go hand-in-hand.

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Nick Sanchez Nick Sanchez
Updated on January 23, 2025

Is Your AI Hallucinating or Are You?

AI hallucinations are thought to be a prevalent issue in tech, but what if it’s just user error? Our expert explains how to spot the difference.

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Sijie Guo Sijie Guo
Updated on January 22, 2025

Why 2025 Will Be the Year of Data Infrastructure Consolidation

This year, the way we work with data is poised to go from fragmented origins to AI-driven unity.

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