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EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions (Q102-Q107):

NEW QUESTION # 102
In an Apache Spark Streaming environment, what acts as an entry point to the streaming system and provides methods to create and transform DStreams?

A. Spark Core
B. StreamingContext
C. Receiver
D. Streams API

Answer: B

NEW QUESTION # 103
You are designing a genomics analysis application and need to set up an Apache Oozie job to execute a single MapReduce workflow at 12:00 AM EST every day.
Which Oozie job type should you implement?

A. Coordinator
B. Bundle
C. JobTracker
D. Workflow

Answer: A

NEW QUESTION # 104
What is a data pipeline best practice related to Extract-Transform-Load (ETL) jobs?

A. ETL jobs should be flexible to source data changes such as new variables or attributes.
B. A failed ETL job should always be marked as completed so that any other scheduled jobs can execute.
C. A failed ETL job should be re-run immediately without taking any corrective actions.
D. ETL jobs should be manually executed and monitored to ensure the highest quality.

Answer: A

NEW QUESTION # 105
Which Python library formats data into dataframes?

A. Pandas
B. NumPy
C. NLTK
D. scikit-learn

Answer: A

NEW QUESTION # 106
Which of the following are components of the ETL process? (Select all that apply)

A. Transformation
B. Loading
C. Extraction
D. Visualization
E. Transmission

Answer: A,B,C

NEW QUESTION # 107
......

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Carl Ford Carl Ford

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