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3 cards from this section. Quick, good the night before a test.
What are resource constraints?
Think about the limitations of small devices.
Why is data quality important?
Consider how data affects model outcomes.
What does data quality refer to?
Think about how data affects machine learning outcomes.
True or False: Resource constraints can affect the performance of machine learning models deployed on IoT devices.
Consider the limitations of devices we discussed.
Design an IoT solution for a smart factory that requires machine learning to monitor equipment health while considering the challenges of resource constraints.
Think about how you can reduce data transfer and processing loads.
Evaluate the importance of maintaining data quality in a smart home system. Discuss how poor data can impact user experience.
Consider the daily activities that might be affected by incorrect data.
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