Artificial Intelligence
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AutoML
Quick Definition
Automation of the machine learning pipeline
Full Definition
Automating the end-to-end ML pipeline including preprocessing, feature engineering, and model selection.
Examples
automated model selection, hyperparameter tuning
Related Terms
machine-learning
hyperparameter-tuning
More Artificial Intelligence Terms
Synthetic Data
Artificially generated data mimicking real-world distributions
Knowledge Graph
Structured graph of entities and their relationships
AI Alignment
Ensuring AI systems act in accordance with human values
Bag of Words
Text model representing documents by word frequency counts
Reinforcement Learning
Learning through trial and error with reward feedback
Recommendation System
AI systems predicting and suggesting items of interest