Artificial Intelligence
147 views
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
AI Fairness
Ensuring AI decisions do not discriminate against groups
Transfer Learning
Adapting a pre-trained model for a different related task
Synthetic Data
Artificially generated data mimicking real-world distributions
Computer Vision
AI that enables machines to interpret visual information
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Variational Autoencoder
Generative model using latent space encoding and decoding