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2 cards from this section. Quick, good the night before a test.
What is batch inference?
Think about jobs that need periodic updates.
Name one tool used for real-time inference.
Consider web frameworks.
What method provides immediate predictions for AI models?
Think about scenarios needing quick decisions.
True or False: Batch inference is executed in real-time.
Recall the timings for batch processing.
Outline a deployment strategy for a financial application that needs both real-time and batch processing capabilities.
Consider the priorities of responses in financial apps.
Discuss potential security concerns when deploying AI models to edge devices and suggest mitigation strategies.
Think about how data is transmitted and kept safe.
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