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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What are the three characteristics of big data?
💡 Hint: Think about how data is generated, its size, and its formats.
Question 2
Easy
What does data cleaning involve?
💡 Hint: What must be done to data before analyzing it?
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does the term 'big data' refer to in IoT?
- Data collected from social media
- Data characterized by high volume
- variety
- and velocity
- Data limited to structured formats
💡 Hint: Think about what makes managing IoT data challenging.
Question 2
True or False: Real-time processing involves delays in data analysis.
- True
- False
💡 Hint: Consider what 'real-time' means.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
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.
Challenge and get performance evaluation