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Core Machine Learning Topics

Artificial Intelligence

人工知能じんこうちのう

Artificial intelligence is the broad field of creating machines that perform tasks associated with human intelligence. It includes machine learning, in which a model learns from experience, plus an intelligent agent or autonomous system that perceives, decides, and acts.

Japanese terms

  1. Artificial intelligence — 人工知能じんこうちのう: The field concerned with building machines that perform tasks associated with human intelligence.
  2. Machine learning — 機械きかい学習がくしゅう: A field of AI in which systems learn patterns or behavior from data and experience.
  3. Model — モデル: A mathematical representation that processes input data to produce predictions, classifications, or decisions.
  4. Intelligent agent — 知的ちてきエージェント: A system that perceives an environment and acts to pursue objectives.
  5. Autonomous system — 自律じりつシステム: A system that can operate and make decisions with limited direct human control.

Machine learning is one approach within AI. AI agents apply AI techniques to goal-directed action.