Advanced Concepts
Active Learning
Iteratively selecting the most informative unlabeled examples for annotation to efficiently improve models with limited labels.
Related Concepts
- Semi-Supervised Learning: Explore how Semi-Supervised Learning relates to Active Learning
- Data Annotation: Explore how Data Annotation relates to Active Learning
- Uncertainty Sampling: Explore how Uncertainty Sampling relates to Active Learning
Why It Matters
Understanding Active Learning is crucial for anyone working with advanced concepts. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
advanced-concepts semi-supervised-learning data-annotation uncertainty-sampling