5.2.1.3 - Supports real-time data pipelines
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Practice Questions
Test your understanding with targeted questions
What is data ingestion?
💡 Hint: Think about how data is collected in an IoT system.
Name one component of a data pipeline.
💡 Hint: Recall the steps involved in processing data.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the importance of real-time data processing in IoT?
💡 Hint: Think about scenarios where a quick reaction is necessary.
True or False: Data cleaning is unnecessary if the data is collected from reliable sources.
💡 Hint: Consider reasons why data might still contain errors.
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Challenge Problems
Push your limits with advanced challenges
Design a state-of-the-art data pipeline for a smart home IoT application that involves temperature sensors, security cameras, and smart lighting. Outline each stage and discuss the technologies that can be used.
💡 Hint: Think about how these components interact in a smart home setup.
Evaluate the impact of poor data cleaning on real-time decision-making in an IoT-readiness project.
💡 Hint: Consider examples in industries where rapid and accurate data processing is critical.
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