Machine learning (ML)

Algorithms that generalize patterns from data to make predictions or decisions without hand-written rules for every case.

Machine learning (ML) covers methods where a model’s behavior is shaped by training data: examples, targets, rewards, not purely by programmers listing every explicit rule tree.

Historical strands include supervised learning labeled examples, reinforcement learning rewards, clustering, and: from the 2000 onward: large-scale deep learning.