Developer Dictionary
Machine Learning
Definition
A subset of AI that focuses on building systems that learn from data.
Deep Dive
Machine Learning (ML) is a powerful subset of Artificial Intelligence (AI) that focuses on developing algorithms and statistical models that enable computer systems to "learn" from data without being explicitly programmed for every possible scenario. Instead of following rigid, pre-defined rules, ML models identify patterns, make predictions, and adapt their behavior based on the input data they are trained on. This transformative capability allows for the creation of intelligent systems that can evolve and improve performance over time.
Examples & Use Cases
- 1Email spam filters that learn to identify unwanted messages based on patterns in past emails
- 2Recommendation systems on e-commerce sites or streaming platforms suggesting products or content based on user history
- 3Facial recognition software used in security systems or mobile device unlocking.
Related Terms
Artificial Intelligence (AI)Data ScienceNeural Network