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
Grounding
Connecting AI outputs to verifiable real-world sources
Image Segmentation
Partitioning images into labeled segments per pixel
Variational Autoencoder
Generative model using latent space encoding and decoding
Meta-Learning
Designing models that learn how to learn new tasks
Superintelligence
Hypothetical AI surpassing all human cognitive abilities
Long Short-Term Memory
RNN variant designed to learn long-term dependencies