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Batch scenarios

You've learned a bit about using batch processing to handle common data oriented scenarios. One of your colleagues believes that batch processing is appropriate for every situation, but you're not so sure. Consider each of the following scenarios and decide whether it would make a good case for using batch processing.

  • Order processing - Consider a website selling physical goods and the entire process to get the order to the customer.
  • Internet audio - Listening to your favorite songs online.
  • Machine Learning (ML) training - The process of building a machine learning model based on large amounts of data.
  • Software compilation - Turning software source code into an executable program or programs.
  • Fraud detection - Determining whether a credit card charge is likely valid.

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Streaming Concepts

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