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AutoML

[ˈɔtoʊ ɛm ɛl]
AI Infrastructure
Last updated: December 9, 2024

Definition

Automated machine learning systems that optimize and streamline the process of building ML models.

Detailed Explanation

AutoML automates various aspects of the machine learning pipeline, including feature engineering, model selection, hyperparameter optimization, and architecture search. It uses optimization techniques and meta-learning to find the best possible model configuration for a given task.

Use Cases

Automated model development for business analytics, Optimizing industrial process control systems, Streamlining medical image classification pipelines

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