Batch Inference

intermediate
ai & ml

Definition

Processing large volumes of data through an AI model all at once rather than one item at a time. Like grading a stack of exams together rather than waiting for students to submit them individually.

Real-World Example

An e-commerce company runs batch inference overnight to generate product recommendations for all millions of users at once.

Frequently Asked Questions

What is Batch Inference?

Processing large volumes of data through an AI model all at once rather than one item at a time. Like grading a stack of exams together rather than waiting for students to submit them individually.

How is Batch Inference used in cloud computing?

An e-commerce company runs batch inference overnight to generate product recommendations for all millions of users at once.

What are related terms to Batch Inference?

Related concepts include Model Inference, Data Processing, Machine Learning. Understanding these connections helps build a comprehensive knowledge of cloud computing concepts.

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