Machine Learning Algorithms Articles

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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.

Expert Contributors
Data Science
Machine Learning Algorithms
Image: Shutterstock / Built In
Mike Thomas Mike Thomas
Updated on February 11, 2025

39 Machine Learning Companies You Should Know

A deep dive into the top companies making use of machine learning.

Machine Learning Algorithms
Artificial Intelligence
Machine Learning
Image: Shutterstock / Built In
Sunny Betz Sunny Betz
Updated on January 30, 2025

41 Best AI Tools to Know

Artificial intelligence is necessary for optimizing business and solving problems. Here are the top AI tools.

Artificial Intelligence
Python for Machine Learning
Machine Learning Algorithms
Image: Shutterstock
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.

Expert Contributors
Machine Learning Algorithms
Machine Learning
Image: Shutterstock / Built In
Roman Davydov Roman Davydov
Updated on January 27, 2025

What Is Digital Manufacturing?

Digital manufacturing is an emerging system in which companies integrate intelligent automation and AI tools to centralize and streamline the manufacturing process. Our expert explains how it works.

Expert Contributors
Machine Learning
Hardware
Image: Shutterstock / Built In
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.   

Expert Contributors
Machine Learning Algorithms
Drones
Image: Shutterstock / Built In
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.

Expert Contributors
Security
Machine Learning
Image: Shutterstock / Built In
Parag Radke Parag Radke
Updated on January 23, 2025

Forward Chaining vs. Backward Chaining in Artificial Intelligence

Forward chaining and backward chaining are two approaches to designing an expert system for AI that help you solve complex problems. Learn how they work.

Expert Contributors
Data Science
Machine Learning
Image: Shutterstock / Built In
Gordon Gottsegen Gordon Gottsegen
Updated on January 17, 2025

30 Machine Learning Examples and Applications to Know

Machine learning is at the helm of social media, self-driving cars and more daily applications.

Data Science
Machine Learning Algorithms
Artificial Intelligence
Image: Shutterstock
Sam Daley Sam Daley
Updated on January 15, 2025

What Is Machine Learning?

A subset of artificial intelligence, machine learning lets computers learn new things they haven’t been specifically programmed to do. Here’s how it works, its types, applications and a brief history of machine learning.

Machine Learning Algorithms
Data Science
Artificial Intelligence
Image: Shutterstock