Machine Learning Articles

Sorted By: Most Recent
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.

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.

Image: Shutterstock / Built In
Sandro Shubladze Sandro Shubladze
Updated on August 04, 2025

Outsmart the Competition With Scraped Data and Better AI

High-quality, fresh data is critical for AI performance. Fortunately, public data scraping offers a source for such data.

Image: Shutterstock / Built In
Artem Oppermann Artem Oppermann
Updated on July 31, 2025

What Is CatBoost?

CatBoost is a machine learning gradient-boosting library that builds decision trees optimized for handling categorical data with high accuracy and minimal data preprocessing.

Image: Shutterstock / Built In
Sara A. Metwalli Sara A. Metwalli
Updated on July 31, 2025

What Is Data Labeling in Machine Learning?

Data labeling is the process of annotating raw data with meaningful tags or classifications so machine learning models can learn to recognize patterns and make accurate predictions.

Image: Shutterstock / Built In
Ali Zonoozi Ali Zonoozi
Updated on July 31, 2025

What Is Matrix Factorization?

Matrix factorization is a mathematical technique that decomposes a large matrix into two lower-rank matrices whose product approximates the original, revealing latent patterns in the data. It's used in data science and unsupervised learning applications.

Image: Shutterstock / Built In
Aarshiya Khandelwal Aarshiya Khandelwal
Updated on July 28, 2025

How to Talk to Your Data With Natural Language Analytics

Generative AI has flipped business intelligence on its head — from static reporting to conversational discovery. Here’s a strategic guide to conversational databases.

Image: Shutterstock / Built In
Paul DeLeeuw Paul DeLeeuw
Updated on July 28, 2025

How to Protect Your Company IP From LLM Scraping

LLM crawlers can expose your content to wider audiences, but they can also strain your site and reproduce IP without attribution. Here’s the how, when and why to protect against LLM scraping.   

Image: Shutterstock / Built In
Eric Kleppen Eric Kleppen
Updated on July 24, 2025

What Is the Turing Test?

In the Turing Test, a computer and human are asked questions to determine which is human. The computer passes if it is indistinguishable from the human. Here’s how the test works, a brief history, variations, limitations and how it’s used today.

Image: Shutterstock / Built In
Kacper Michalik Kacper Michalik
Updated on July 23, 2025

AutoGPT Explained: How to Build Self-Managing AI Agents

AutoGPT is an open-source framework used to build autonomous AI agents that can decompose tasks, self-prompt and interact with tools. Learn more.

Image: Shutterstock / Built In