Machine Learning Algorithms Articles

Sorted By: Most Recent
Giorgos Myrianthous Giorgos Myrianthous
Updated on December 09, 2024

What Is Ensemble Learning (With Examples)?

Often, many minds working on a problem can achieve a better solution than one working alone. Ensemble learning applies this strategy to machine learning problems.

Image: Shutterstock / Built In
Jonathan Birch Jonathan Birch
Updated on November 26, 2024

Testing for Sentience in AI: The Gaming Problem

If AI could achieve sentience, how would we truly know?

Image: Shutterstock / Built In
Satyam Kumar Satyam Kumar
Updated on November 19, 2024

8 Anomaly Detection Algorithms to Know

Anomaly detection is an unsupervised technique to identify data points that don’t confirm the normal behavior in the data. These are some of the most common algorithm techniques for detecting anomalies.

Image: Shutterstock / Built In
Kalina Cherneva Kalina Cherneva
Updated on November 12, 2024

How to Fight AI-Generated Fake News — With AI

Misinformation has harmful effects in society at large, and your business is at risk too. Fortunately, you can use AI technology to stop its spread.

Image: Shutterstock / Built In
Terence Shin Terence Shin
Updated on November 07, 2024

Understanding Feature Importance in Machine Learning

Feature importance refers to techniques for determining the degree to which different features, or variables, impact a machine learning model’s predictions. Here’s why it’s useful and some popular methods for calculating it.

Image: Shutterstock / Built In
Noah Topper Noah Topper
Updated on October 30, 2024

Bag-of-Words Model in NLP Explained

The bag of words model is a simple way to convert text into numerical data for natural language processing in machine learning. Our expert explains how it works.

Image: Shutterstock / Built In
James Evans James Evans
Updated on October 25, 2024

What Is Retrieval Augmented Generation (RAG)?

Use RAG to customize large language model outputs.

Image: Shutterstock / Built In
Parag Radke Parag Radke
Updated on October 24, 2024

Monte Carlo Tree Search: A Guide

Monte Carlo tree search (MCTS) is a heuristic search algorithm for decision processes. Here’s what you need to know.

Image: Shutterstock / Built In
Judah Taub Judah Taub
Updated on October 22, 2024

How to Overcome Algorithmic Confirmation Bias

It’s all about asking the right questions.

Image: Shutterstock / Built In