Artificial Intelligence
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Synthetic Data
Quick Definition
Artificially generated data mimicking real-world distributions
Full Definition
Artificially generated data that mimics real-world data distributions for training and testing AI models.
Examples
training data augmentation, privacy preservation, simulation
Related Terms
data-augmentation
generative-ai
More Artificial Intelligence Terms
AI Ethics
Study of moral implications in AI development
GAN
Two competing neural networks generating synthetic data
Style Transfer
Applying artistic style of one image to another using neural networks
Knowledge Graph
Structured graph of entities and their relationships
AI Fairness
Ensuring AI decisions do not discriminate against groups
OCR
Technology converting images of text into machine-readable text