Machine Learning
Category: AI Fundamentals
📖 Definition
Machine learning is a subset of AI where systems learn patterns from data rather than being explicitly programmed. The system improves its performance on tasks as it processes more examples.
🔑 Key Points
- Systems learn from examples rather than following explicit rules
- Includes supervised, unsupervised, and reinforcement learning
- Forms the foundation of modern AI capabilities
- From simple linear regression to complex deep learning
💡 Why It Matters
Machine learning is the broader field that encompasses deep learning and neural networks. It's how AI systems improve with experience.