Operational AI WIKI

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[ bach ] n. or adj. Batch data processing is an efficient way of processing high volumes of data is where a group of transactions collected over a period of time. Data is collected, entered, processed and then the batch results are produced. Batch processes are able to run without any user interaction, and can be scheduled incrementally.


Under the batch processing model, a set of data is collected over time, then fed into an analytics system. In other words, you collect a batch of information, then send it in for processing. However, when data is batched, it is impossible to deliver real-time data at the scale required for AI purposes.