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
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Pruning
Removing redundant neural network connections to reduce size
Reinforcement Learning
Learning through trial and error with reward feedback
Embedding
Learned vector representations of discrete objects in continuous space
AI Safety
Research ensuring AI is developed safely without harm
GAN
Two competing neural networks generating synthetic data