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Exam Certified Machine Learning Professional All Questions

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Exam Certified Machine Learning Professional topic 1 question 25 discussion

Actual exam question from Databricks's Certified Machine Learning Professional
Question #: 25
Topic #: 1
[All Certified Machine Learning Professional Questions]

A machine learning engineering team wants to build a continuous pipeline for data preparation of a machine learning application. The team would like the data to be fully processed and made ready for inference in a series of equal-sized batches.
Which of the following tools can be used to provide this type of continuous processing?

  • A. Spark UDFs
  • B. Structured Streaming
  • C. MLflow
  • D. Delta Lake
  • E. AutoML
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Suggested Answer: B 🗳️

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hugodscarvalho
10 months ago
Selected Answer: B
Structured Streaming in Spark allows for continuous processing of data streams, where data can be processed in real-time and output in equal-sized batches. This makes it suitable for building continuous pipelines for data preparation in machine learning applications.
upvoted 2 times
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trendy01
11 months ago
Selected Answer: B
B. Structured streaming
upvoted 1 times
...
BokNinja
11 months, 1 week ago
B. Structured streaming
upvoted 1 times
...
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B (20%)
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