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Lesson 2 of 20 ยท Patterns and Data

Data labeling at scale

Large-scale labeling uses crowdsourcing (Amazon Mechanical Turk), active learning, and semi-automated approaches. Label quality directly impacts model quality.

  • Labeling uses crowdsourcing and automation.
  • Label quality directly impacts AI quality.

Think about it

What is the central limit theorem's relevance to AI?

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