Practice Resource Constraints (4.2.1) - Chapter 6: AI and Machine Learning in IoT

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8 questions

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6 sample questions

Question 1.
What are resource constraints in IoT?
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Think about the capabilities of small devices like sensors.
Question 2.
Why is data quality important?
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Consider how clean data affects outcomes.
3Question 3.
What are resource constraints in IoT devices?
- Limited processing power
- High memory capacity
- Unlimited data access
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Think about the challenges these devices face due to size and energy.
4Question 4.
True or False: Poor data quality has no impact on ML model performance.
- True
- False
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Remember the importance of clean data in training.
Question 5.
Design an IoT system for environmental monitoring that overcomes resource constraints while ensuring data quality.
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Think about the types of sensors and system design.
Question 6.
Evaluate the impact of not updating IoT ML models regularly on a smart manufacturing line.
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Consider how outdated algorithms affect overall operations.

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