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EMC D-DS-OP-23 exam : Dell Data Scientist and Data Engineering Optimize 2023

D-DS-OP-23 Exam Questions
  • Exam Code: D-DS-OP-23
  • Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
  • Updated: Aug 11, 2026
  • Q & A: 103 Questions and Answers
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EMC D-DS-OP-23 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Governance, Security & Compliance15%- Regulatory compliance
- Data governance policies
- Security and privacy protection
Topic 2: Data Processing Frameworks22%- Batch and real-time processing optimization
- Apache Spark optimization
- Hadoop ecosystem tuning
Topic 3: Storage & Data Management18%- SQL/NoSQL performance tuning
- Distributed storage system optimization
- Data formats, partitioning, and indexing
Topic 4: Monitoring, Troubleshooting & Workload Management10%- Performance monitoring and logging
- Cluster resource allocation
- Bottleneck identification and resolution
Topic 5: Data Pipeline Optimization20%- Design scalable and efficient data pipelines
- ETL/ELT workflow optimization
- Reduce latency and improve throughput
Topic 6: Streaming & IoT Data Processing15%- Real-time ingestion frameworks
- Pravega, Kafka, NiFi usage
- Stream processing optimization

EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:

1. In Python, which type of operator is often used in conditional statements to perform Boolean operations?

A) Bitwise
B) Logical
C) Arithmetic
D) Assignment


2. Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)

A) Kafka topics
B) Discretized streams (DStreams)
C) Worker node
D) Driver node
E) HDFS storage


3. Which of the following are data ingestion tools commonly used in the Hadoop ecosystem? (Select all that apply)

A) Apache Beam
B) Apache Kafka
C) Apache Flume
D) Apache Sqoop
E) Apache Flink


4. Why is Python commonly used for building data pipelines?

A) It requires compilation for execution
B) It only supports batch processing
C) Its readability and extensive libraries
D) It has no libraries for data manipulation


5. Which Sqoop validation type checks the row counts between the source and target databases, and tries to ensure that the counts match?

A) Eval
B) Validator
C) ValidationFailureHandler
D) ValidationThreshold


Solutions:

Question # 1
Answer: B
Question # 2
Answer: B,C,D
Question # 3
Answer: B,C,D
Question # 4
Answer: C
Question # 5
Answer: D

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