5.1.4 - Data Processing
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Practice Questions
Test your understanding with targeted questions
What are the three characteristics of big data?
💡 Hint: Think about how data is generated, its size, and its formats.
What does data cleaning involve?
💡 Hint: What must be done to data before analyzing it?
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does the term 'big data' refer to in IoT?
💡 Hint: Think about what makes managing IoT data challenging.
True or False: Real-time processing involves delays in data analysis.
💡 Hint: Consider what 'real-time' means.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a data pipeline for a smart home IoT system that collects data from various sensors. What steps would you incorporate, and what challenges could arise?
💡 Hint: Think about how sensors communicate and what data they provide.
Compare the costs and benefits of real-time processing versus batch processing in terms of resource allocation in an IoT setup.
💡 Hint: Consider resource requirements and the urgency of data analysis.
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