Machine Learning Articles

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Paul Barba Paul Barba
Updated on March 25, 2025

6 Ways to Combat Bias in Machine Learning

Data often reflects the biases that pervade the larger world. To make machine learning processes more equitable, we need to employ a variety of methods to eliminate bias.

6 Ways to Combat Bias in Machine Learning
Jeff Catlin Jeff Catlin
Updated on March 25, 2025

When Will AI Revolutionize Your Industry?

Domain-specific AI isn’t here quite yet, but deep language learning models like BERT and GPT-3 suggest it’s just a matter of time before your niche sees its own transformative AI innovations.

When Will AI Revolutionize Your Industry?
Larry Yang Larry Yang
Updated on March 24, 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.

Image: Shutterstock / Built In
Mrinal Tyagi Mrinal Tyagi
Updated on March 24, 2025

Image Segmentation Explained

Image segmentation separates an image into groups of pixels based on variables like proximity to one another, color and brightness for faster processing. Here’s a deep dive into different image segmentation techniques and how each works.

Image: Mrinal Tyagi / Built In
Afroz Chakure Afroz Chakure
Updated on March 20, 2025

What Is Decision Tree Classification?

A classification tree is a type of decision tree used to predict categorical or qualitative outcomes from a set of data observations.

Image: Shutterstock / Built In
Przemek Chojecki Przemek Chojecki
Updated on March 20, 2025

How to Develop a Clear Data Science Strategy for Your Business

Acquiring data is easy nowadays. To make it useful, though, you need to develop a coherent plan for data usage.

How to Develop a Clear Data Science Strategy for Your Business
Przemek Chojecki Przemek Chojecki
Updated on March 20, 2025

Why GPT-3 Heralds a Democratic Revolution in Tech

Although the GPT-3 machine learning model isn’t revolutionary from an algorithmic perspective, it will still usher in a new era of human-machine interactions.

Why GPT-3 Heralds a Democratic Revolution in Tech
Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on March 20, 2025

Not Your Grandparent’s Farm Equipment: How John Deere’s Global IT Initiatives Are Helping to Revolutionize the Farming Industry

From CVML to digital twinning, John Deere is perpetually reimagining the future of farming. Built In sat down with Principal Architects Alok Kumar and Jason Wallin to learn more about the IT projects supporting the vision of “helping life leap forward.”

Photo of farmland with John Deere sprayer featuring See & Spray technology
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Miranda Hartley Miranda Hartley
Updated on March 19, 2025

What Is Long-Thinking AI and Why Does It Matter?

Long-thinking AI emphasizes a more logical, detailed and analytical approach to solving a problem offering lower hallucinations and more accurate outputs. Learn more.

Image: Shutterstock / Built In
Rushikesh Pupale Rushikesh Pupale
Updated on March 19, 2025

An Introduction to Support Vector Machine (SVM) in Python

A support vector machine is a supervised machine learning algorithm used for classification and regression tasks. Learn how it works and how to implement it in Python.

Image: Shutterstock / Built In