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Glossary of Artificial Intelligence (AI), Machine Learning (ML), and Big Data Terms

Batch Prediction

A way to generate predictions “offline” for multiple real-world data that needs inferencing and predictions. Batch mode predictions do not produce real-time results so this approach is best to use when decisions do not need to be made right away. The opposite of batch prediction is real-time prediction. Since batch mode systems can operate offline, they can utilize lower powered systems or systems not always connected to the network to provide inference.

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