Machine Learning Articles

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Stephen Gossett Stephen Gossett
Updated on April 09, 2025

Building a Machine Learning Pipeline? Here’s What You Need to Know.

Automate and replicate without bursting your architecture.

Building a Machine Learning Pipeline? Here’s What You Need to Know.
Stephen Gossett Stephen Gossett
Updated on April 09, 2025

Machine Learning Could Jolt Legal Research — We Just Need the Data

This model is hunting for systemic patterns and biases. Paywalls be damned.

Machine Learning Could Jolt Legal Research — We Just Need the Data
Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 08, 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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Sek Chai Sek Chai
Updated on April 03, 2025

How Edge Computing Can Solve AI’s Energy Crisis

Edge AI processes data closer to the source rather than in a centralized location like cloud-based AI. Here’s how that can reduce AI’s energy consumption.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
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?
Dorothea Reher Dorothea Reher
Updated on April 02, 2025

How to Build and Train a PyTorch Transformer Encoder

A transformer encoder is a deep learning architecture that can process all tokens in parallel. Here’s how to build and train one using PyTorch.

Image: Shutterstock / Built In
Ellen Glover Ellen Glover
Updated on April 02, 2025

What Is Image Recognition?

Image recognition gives machines the power to “see” and understand visual data. Here’s how image recognition works, how it’s used, how it’s limited and how it compares to computer vision and object detection.

Image: Shutterstock
Charles Calapini Charles Calapini
Updated on April 02, 2025

Introduction to Prolog: A Programming Language for AI

Prolog is a logic programming language that is well-suited for developing logic-based artificial intelligence applications.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In