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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is a DStream?
💡 Hint: Think about how Spark approaches continuous data.
Question 2
Easy
How does Spark Streaming handle incoming data?
💡 Hint: Focus on the method used for processing data.
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 is the role of DStreams in Spark Streaming?
💡 Hint: Think of how data is managed in real-time scenarios.
Question 2
True or False: Spark Streaming cannot process data from multiple sources simultaneously.
- True
- False
💡 Hint: Consider the flexibility of data ingestion within Spark.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a small Spark Streaming application that ingests tweets containing specific hashtags and performs sentiment analysis on them.
💡 Hint: Consider how to configure DStreams for fetching data from Twitter's API.
Question 2
Explain how Spark Streaming can be implemented in a financial services application to detect anomalies in transaction data.
💡 Hint: Think about how patterns in data can signal issues in financial transactions.
Challenge and get performance evaluation