5.4 - How These Pieces Fit Together
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Practice Questions
Test your understanding with targeted questions
What are the three Vs of Big Data?
💡 Hint: Think about the characteristics of Big Data.
What does a data pipeline do?
💡 Hint: Consider the steps involved in managing data.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does 'high velocity' in Big Data refer to?
💡 Hint: Think about how quickly data comes from IoT devices.
True or False: NoSQL databases are suited for structured data only.
💡 Hint: Consider what types of data NoSQL databases can handle.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
You are tasked with designing a data pipeline for a smart city IoT project. Describe the stages you would incorporate and justify each component.
💡 Hint: Think about the purpose behind each stage and its contribution to the project.
Discuss a scenario where real-time processing can drastically improve a system's performance. Include the tools needed to implement this.
💡 Hint: Consider an industry where timely responses are critical.
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