Control Plane
In the context of data science and artificial intelligence, the control plane refers to the part of a system that manages and directs the flow of data and information between different components. It is responsible for coordinating the activities of the system and ensuring that all components are working together effectively. The control plane is typically implemented using software that runs on specialized hardware, such as network switches or routers. In machine learning, the control plane may refer to the algorithms and processes used to manage and optimize the training and deployment of models. This includes tasks such as data preprocessing, feature engineering, model selection, and hyperparameter tuning.
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