Machine Learning Articles

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How to Productionize Machine Learning Models
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Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 10, 2025

The Learning Curve: How Relay Delivery Developed the Platform for an ML-Powered Restaurant Courier Service

Creating a system from the ground up isn’t easy. VP of Data Science Constantine Vitt sat down with Built In to discuss building the data platform that powers machine learning and enables scalable growth at Relay Delivery.

A Relay Delivery courier bikes through the city.
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Ben Goertzel Ben Goertzel
Updated on April 09, 2025

AI Has a Creativity Problem. Here’s What to Do About It.

Modern AI has amplified creative inequality, making it easier to create derivative works and giving less help toward creating innovative solutions. Here’s what you need to know. 

Image: Shutterstock / Built In
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
Alyssa Schroer Alyssa Schroer
Updated on April 08, 2025

AI in Marketing and Advertising: 29 Examples to Know

These companies have sharpened their marketing strategies with artificial intelligence.

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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?