ai-literacyintermediateunit-5

Machine Learning

Definition

AI that improves through experience and data rather than explicit programming.

In Plain English

Machine learning is like training an employee by example rather than giving them a rulebook.

Real-World Example

Spam filters use machine learning—they learn to identify spam by studying thousands of examples.

Why It Matters for Your Work

Understanding ML helps you evaluate AI products and know what data they need to work well.

Common Mistake

Expecting instant results. Good machine learning requires quality data and time to train.

Related Terms

Artificial Intelligence—software that can make predictions, generate content, or assist with decisions.

Model

The trained AI system that produces outputs based on inputs.

Fine-Tuning

Training an existing AI model further with specific data for a particular purpose.