Machine Learning

A subset of AI that enables systems to learn and improve from experience.

Description

Machine Learning (ML) is a powerful subset of Artificial Intelligence that focuses on the development of algorithms and statistical models that enable computer systems to improve their performance on a specific task through experience. Unlike traditional programming, where explicit instructions are provided, ML algorithms use data to learn patterns and make predictions or decisions without being explicitly programmed. This data-driven approach allows ML systems to adapt to new scenarios, recognize complex patterns, and solve problems that would be difficult or impossible to solve with conventional programming techniques.

Examples

  • 🔍 Google Search
  • 📚 Recommendation Systems
  • 🖼️ Image Recognition
  • 📊 Predictive Analytics

Applications

📧 Email spam filtering
💰 Credit scoring
🩺 Disease diagnosis
📈 Stock market prediction

Related Terms