Machine Learning Articles

Sorted By: Most Recent
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.

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.

Image: Shutterstock / Built In
Alyssa Schroer Alyssa Schroer
Updated on February 07, 2025

Machine Learning in Finance: 21 Companies to Know

Machine learning has grown rapidly in investment and consumer finance. Here’s what that means.

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.

Image: Poetra.RH / Shutterstock / Built In
Sam Daley Sam Daley
Updated on January 30, 2025

20 Top Publicly Traded AI Companies to Know

These publicly traded companies are making an impact within the field of artificial intelligence.

Image: Shutterstock
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.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
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.

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.

Image: Shutterstock / Built In
Soner Yıldırım Soner Yıldırım
Updated on January 27, 2025

Dot Product of a Matrix Explained

The dot product of a matrix is a basic linear algebra calculation used in machine learning to make computations more efficiently as data increases. Here’s how to calculate it.

Image: Shutterstock / Built In