Machine Learning Articles

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Stephen Gossett Stephen Gossett
Updated on August 20, 2025

These 11 Startups Are Working on Data Privacy in Machine Learning

Techniques like federated learning and differential privacy are maturing — and attracting significant VC investment.

Data Science
Machine Learning
Cybersecurity
Dorian Selz Dorian Selz
Updated on August 14, 2025

How Human-in-the-Loop Is Evolving With AI Agents

Human-in-the-loop is the process of partnering an AI tool with a human overseeing it to ensure execution. Here’s what the future entails for human involvement as AI agents grow more advanced. 

Expert Contributors
Operations
Artificial Intelligence
Image: Shutterstock / Built In
Benyamin Deldar and David Hanbury Benyamin Deldar and David Hanbury
Updated on August 13, 2025

How AI Can Help Avoid Missed Medical Appointments

Missed medical appointments are a quiet crisis that lead to lost clinical capacity and missed diagnoses. Fortunately, AI can help alleviate the problem.

Expert Contributors
Artificial Intelligence
Healthcare Technology
Image: Shutterstock / Built In
James Le James Le
Updated on August 12, 2025

The Top 10 Machine Learning Algorithms to Know

A machine learning algorithm is a set of instructions that enables a system to learn patterns from data and make predictions or decisions without being explicitly programmed for each task. Here are the machine learning algorithms beginners should know.

Expert Contributors
Python for Machine Learning
Machine Learning Algorithms
Image: Shutterstock / Built In
Srishti Saha Srishti Saha
Updated on August 11, 2025

Covariance vs. Correlation: Differences to Know

Covariance indicates the direction of the linear relationship between two variables and how they vary, while correlation measures both the strength and direction of the linear relationship between two variables.

Expert Contributors
Data Science
Machine Learning
Image: Shutterstock / Built In
Sparsh Gupta Sparsh Gupta
Updated on August 11, 2025

7 Common Loss Functions in Machine Learning

A loss function in machine learning is a mathematical formula that measures the difference between a model’s predicted output and the actual target value, guiding optimization during training. Here are common loss functions to know and when to use them.

Expert Contributors
Machine Learning
Data Science
Image: Shutterstock / Built In
Parag Radke Parag Radke
Updated on August 11, 2025

Forward Chaining vs. Backward Chaining in Artificial Intelligence

Forward chaining and backward chaining are two approaches to designing an expert system for AI that help you solve complex problems. Learn how they work.

Expert Contributors
Machine Learning Algorithms
Machine Learning
Image: Shutterstock / Built In
Amy Lokey Amy Lokey
Updated on August 08, 2025

How Human-Centered AI Can Improve Trust and Adoption

AI systems may be able to operate more independently, but its success will hinge on how well it empowers the people using it. Our expert details a blueprint for human-centered AI.

Expert Contributors
Machine Learning
Operations
Image: Shutterstock / Built In
Soner Yıldırım Soner Yıldırım
Updated on August 04, 2025

Dot Product of a Matrix: Explained

The dot product of a matrix refers to the matrix multiplication process, where the dot product is computed between rows of the first matrix and columns of the second matrix to produce a new matrix.

Expert Contributors
Data Science
Machine Learning
Image: Shutterstock / Built In
Alex Vakulov Alex Vakulov
Updated on August 04, 2025

Can Metadata Standards Like C2PA Fight Deepfakes?

The C2PA standard enables embedding metadata into images and other media content to verify the presence of AI.

Expert Contributors
Machine Learning
Artificial Intelligence
Image: Shutterstock / Built In

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