Machine Learning
M
Machine Learning
Definition
A branch of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed. Machine learning algorithms use statistical techniques to identify patterns in data and make predictions or decisions.
Types of Machine Learning
- Supervised Learning: The model learns from labeled training data (e.g., classification, regression).
- Unsupervised Learning: The model discovers patterns in unlabeled data (e.g., clustering, dimensionality reduction).
- Reinforcement Learning: The model learns by interacting with an environment and receiving rewards or penalties.