Learning Types

Back: ML Fundamentals

The fundamental paradigms by which machines learn from data. Each learning type defines the relationship between the model, the data, and the feedback signal, determining what problems can be solved and how.

Concepts

• Supervised Learning
• Unsupervised Learning
• Semi-Supervised Learning
• Self-Supervised Learning
• Reinforcement Learning

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ml learning-types