---
title: "Machine Learning — AP CSP Definition & Exam Guide"
description: "Machine learning lets computers improve from data without explicit programming. In AP CSP Unit 5, it's the go-to example of an innovation with beneficial and harmful effects."
canonical: "https://fiveable.me/ap-comp-sci-p/key-terms/machine-learning"
type: "key-term"
subject: "AP Computer Science Principles"
---

# Machine Learning — AP CSP Definition & Exam Guide

## Definition

Machine learning is a branch of artificial intelligence that enables computers to learn from data and improve their performance without being explicitly programmed.

## Related Study Guides

- [Big Idea 5 Overview: Impact of Computing](/ap-comp-sci-p/unit-5/review/study-guide/5aed2VkfxMBYFkBVCEhn)
- [What Are the Best Quizlet Decks for AP Computer Science Principles?](/ap-comp-sci-p/faqs/quizlet-decks/study-guide/bsTAXNQYv5tb87EBAGjd)
- [5.1 Beneficial and Harmful Effects](/ap-comp-sci-p/unit-5/beneficial-harmful-effects/study-guide/rErWKPcu55DLj7N7L8hZ)

## Review

### Related Terms

- Artificial intelligence (AI): AI refers to the development of computer systems capable of performing tasks that typically require human intelligence.
- Neural networks: Neural networks are computational models inspired by the structure and function of biological neural networks in the brain. They are often used in machine learning algorithms.
- Supervised learning: Supervised learning is a type of machine learning where an algorithm learns from labeled examples provided by humans. It aims to predict outcomes based on input data.