Practice - Streaming Analytics
Practice Questions
Test your understanding with targeted questions
What is Streaming Analytics?
💡 Hint: Think about integrating data as it is generated.
Name a key feature of Apache Kafka.
💡 Hint: Consider how it manages multiple data streams.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does Apache Kafka primarily facilitate?
💡 Hint: Think about the operations Kafka manages in real-time.
True or False: Kafka messages are stored in an ordered manner.
💡 Hint: Consider how messages are displayed and accessed in Kafka.
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Challenge Problems
Push your limits with advanced challenges
Describe how you would implement a real-time analytics dashboard using Apache Kafka and what considerations you would need to take into account regarding scalability and fault tolerance.
💡 Hint: Think about how users will interact with real-time data and what data accuracy means for the dashboard.
Evaluate the performance differences between traditional ETL processes and real-time data processing using Kafka. Consider aspects like data freshness, processing speed, and system complexity.
💡 Hint: Consider how data visibility matters for businesses in today's fast-paced environment.
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Reference links
Supplementary resources to enhance your learning experience.