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

  • πŸ” Google Search
  • πŸ“š Recommendation Systems
  • πŸ–ΌοΈ Image Recognition
  • πŸ“Š Predictive Analytics

Applications

πŸ“§ Email spam filtering
πŸ’° Credit scoring
🩺 Disease diagnosis
πŸ“ˆ Stock market prediction

Related Terms