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4 cards from this section. Quick, good the night before a test.
What is Apache Spark primarily designed for?
Think about its key advantage over traditional frameworks.
List one advantage of using Spark over Hadoop.
Consider the speed aspect.
What is a primary function of Apache Spark?
Think about what sets Spark apart from traditional processing frameworks.
True or False: Spark only supports batch processing.
Consider the flexibility of processing types in Spark.
Given a dataset containing user interactions on a website, describe how you would utilize Spark Streaming to analyze this data for real-time insights.
Consider the data flow and processing steps involved in streaming analytics.
Examine a scenario where a financial institution needs to detect fraudulent transactions in real-time. How would you leverage Spark’s capabilities to implement this solution?
Focus on how to use both real-time processing and machine learning in conjunction.
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