Machine Learning Articles

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Anthony Corbo Anthony Corbo
Updated on June 11, 2025

What Is Reinforcement Learning?

Reinforcement learning relies on an agent learning to determine accurate solutions from its own actions and the results produced in a contained environment.

Expert Contributors
Machine Learning
Artificial Intelligence
Image: Shutterstock / Built In
Dan Schwarz Dan Schwarz
Updated on June 11, 2025

AI Hallucinations Are Getting Worse. What Can We Do About It?

The rate of hallucinations in LLMs is rising. Our expert offers advice on solving the problem.

Expert Contributors
Artificial Intelligence
Editors' Picks
Image: Shutterstock / Built In
Artem Oppermann Artem Oppermann
Updated on June 10, 2025

Artificial Intelligence vs. Machine Learning vs. Deep Learning: What’s the Difference?

Artificial intelligence (AI) enables machines to perform tasks like humans. Machine learning, a subset of AI, lets machines learn from data without explicit programming. Deep learning, a subset of ML, uses multilayered neural networks to process tasks.

Expert Contributors
Machine Learning
Deep Learning
Image: Shutterstock / Built In
Terence Shin Terence Shin
Updated on June 10, 2025

90 Data Science Interview Questions to Know

Data science interviews encompass a variety of challenging questions to test your knowledge in machine learning, probability, SQL and more. Hone your skills with these questions.

Expert Contributors
Machine Learning Algorithms
Data Science
Image: Shutterstock / Built In
Matthew Urwin Matthew Urwin
Updated on June 06, 2025

Google’s Tensor Processing Unit: How TPUs Are Reshaping AI Chips

As companies invest in the infrastructure needed to run artificial intelligence, Google’s tensor processing unit (TPU) has become even more valuable. Here’s what to know about TPUs and how they’ll continue to reshape the AI chip landscape.

Artificial Intelligence
Hardware
Machine Learning
Image: Shutterstock
Vinay Goel Vinay Goel
Updated on June 06, 2025

Understanding the AI Agent Tool Deep Research

Deep Research is an agentic AI tool integrated into AI platforms like ChatGPT to conduct context-rich investigations across multiple sources, domains and timeframes. Here’s what you need to know.

Expert Contributors
Natural Language Processing
Machine Learning
Image: Shutterstock / Built In
Anthony Corbo Anthony Corbo
Updated on June 03, 2025

What Is a Decision Tree?

A decision tree is a supervised machine learning algorithm that recursively splits data into branches based on feature values to predict an outcome.

Expert Contributors
Decision Trees
Machine Learning
Image: Shutterstock / Built In
Roman Davydov Roman Davydov
Updated on June 03, 2025

What Is Digital Manufacturing?

Digital manufacturing is an emerging system in which companies integrate intelligent automation and AI tools to centralize and streamline the manufacturing process. Our expert explains how it works.

Expert Contributors
Machine Learning
Hardware
Image: Shutterstock / Built In
Joe Procopio Joe Procopio
Updated on June 03, 2025

So What Exactly Do We Mean by ‘AI Skills’?

Good news: There’s a simple way to future proof your career against AI. Bad news: There’s math involved.

Expert Contributors
Artificial Intelligence
Data + Analytics
Image: Shutterstock / Built In
Eric Kleppen Eric Kleppen
Updated on June 03, 2025

3 Ways to Learn Natural Language Processing Using Python

Explore concrete ways to apply preprocessing, tokenization, vectorization and feature engineering on text data with these 3 projects.

Expert Contributors
Natural Language Processing Algorithms
Machine Learning

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