Machine Learning
beginner
Machine Learning (ML)
A subset of AI that enables systems to learn and improve from experience without explicit programming.
Detailed Explanation
Machine Learning is a field of AI that uses statistical techniques to give computer systems the ability to "learn" from data, without being explicitly programmed. The learning process involves finding patterns in data and making better decisions in the future based on the examples provided. Machine learning algorithms are often categorized as supervised learning, unsupervised learning, and reinforcement learning.
Examples
- Email spam filters
- Product recommendations
- Fraud detection systems
Tags
algorithms
data
training
Related Terms
- Supervised LearningTraining a model on labeled data to make predictions or decisions.
- Unsupervised LearningTraining a model on unlabeled data to find patterns or structure.
- Reinforcement Learning (RL)Training agents to make sequences of decisions by rewarding desired behaviors.
- Neural NetworkComputing systems inspired by the biological neural networks in animal brains.