Machine Learning Algorithms

Definition

Machine learning algorithms are computer programs that use data to automatically learn and improve from experience without being explicitly programmed. They are designed to recognize patterns, make predictions, or take actions based on the provided data.

Related terms

Artificial Intelligence (AI): AI refers to the development of computer systems that can perform tasks that would normally require human intelligence, such as visual perception, speech recognition, and decision-making.

Training Data: This term refers to the input data used to train a machine learning algorithm. It consists of examples or samples with known outcomes or labels that help the algorithm learn patterns and make predictions.

Prediction: In machine learning algorithms, prediction refers to using trained models to estimate or forecast an outcome based on new input data.