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
Federated Learning
Distributed ML training without sharing raw data
In-Context Learning
LLMs learning new tasks from prompt examples without weight updates
Reinforcement Learning
Learning through trial and error with reward feedback
Chain-of-Thought
Technique encouraging AI to show step-by-step reasoning
AutoML
Automation of the machine learning pipeline
Quantization
Reducing model precision from 32-bit to lower bit representations