Machine Learning Articles

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Richmond Alake Richmond Alake
Updated on April 30, 2024

How to Build Your Own RAG System With LlamaIndex and MongoDB

Retrieval augmented generation systems improve LLM responses by extracting semantically relevant information from a database to add context to the user input. Here’s how to build your own.

Image: Shutterstock / Built In
Harshil Patel Harshil Patel
Updated on April 29, 2024

Feature Engineering Explained

Feature engineering is the process of selecting, manipulating and transforming raw data into features that can be used in supervised learning.

Image: Shutterstock / Built In
Nell Watson Nell Watson
Updated on April 25, 2024

Here’s How AI Is Building a Robot-Filled World

In her latest book, researcher and tech ethicist Nell Watson details how generative AI is fueling the advancement of robotics.

Image: Shutterstock / Built In
Ashley Bowden Ashley Bowden
Updated on April 25, 2024

Simporter Uses AI to Help Brands Launch More Successful Products

The startup’s ideation tool uses predictive data to automate the product research process.

Simporter co-founders Tim and Dillon Hall. | Image: Simporter / Built In
Frank Kane Frank Kane
Updated on April 25, 2024

Machine Learning Engineer vs. Data Scientist: What’s in a Name?

What jobs should you be applying to? Let’s break it down.

Sam Stone Sam Stone
Updated on April 24, 2024

What I Wish I’d Known Before Becoming a Machine-Learning Product Manager

ML product management is a relatively new field, with companies still defining what the role looks like. Follow these tips for a successful career change. 

Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 23, 2024

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.”

John Deere
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Eric Whitley Eric Whitley
Updated on April 22, 2024

How Industrial IoT Devices Can Improve Worker Safety

From tracking noise levels to chemical exposure, industrial IoT devices and machine learning can protect your workers and reduce absenteeism. Here’s how to implement it.    

Image: Shutterstock / Built In
Sadrach Pierre Sadrach Pierre
Updated on April 22, 2024

How Artificial Intelligence Can Revolutionize Healthcare

Generative Adversarial Networks offer doctors and healthcare organizations a range of applications in patient treatment and privacy protection.

Jason Cottrell Jason Cottrell
Updated on April 22, 2024

Healthcare Is Ailing. AI Can Help.

Emerging technologies could make health services more affordable and accessible to all.

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