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

Pass D-DS-OP-23 Exam Cram

Exam Code: D-DS-OP-23

Exam Name: Dell Data Scientist and Data Engineering Optimize 2023

Updated: Aug 03, 2026

Q & A: 103 Questions and Answers

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EMC D-DS-OP-23 Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Monitoring, Troubleshooting & Workload Management10%- Bottleneck identification and resolution
- Performance monitoring and logging
- Cluster resource allocation
Topic 2: Data Pipeline Optimization20%- Reduce latency and improve throughput
- ETL/ELT workflow optimization
- Design scalable and efficient data pipelines
Topic 3: Data Processing Frameworks22%- Batch and real-time processing optimization
- Hadoop ecosystem tuning
- Apache Spark optimization
Topic 4: Storage & Data Management18%- Data formats, partitioning, and indexing
- Distributed storage system optimization
- SQL/NoSQL performance tuning
Topic 5: Governance, Security & Compliance15%- Security and privacy protection
- Data governance policies
- Regulatory compliance
Topic 6: Streaming & IoT Data Processing15%- Pravega, Kafka, NiFi usage
- Real-time ingestion frameworks
- Stream processing optimization
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:

1. Which IoT data processing tool enables businesses to make real-time decisions to capitalize on the Analytics of Things (AoT)?

A) Nautilus
B) Apache NiFi
C) Pravega
D) Apache Kafka


2. In the ELT process, data is transformed after being loaded into the target system.
Which tools can be used for ELT? (Select all that apply)

A) Talend
B) Apache Hadoop
C) Microsoft SSIS
D) Apache Spark
E) Amazon Redshift


3. Which Cassandra data type represents a collection of key-value pairs, and is represented in curly brackets ({, }) and colon (:)?

A) Set
B) List
C) Map
D) UUID


4. An organization plans to establish a data governance process for a data lake.
What is the correct sequence of steps required to implement the process?

A) 1. Define the roles and responsibilities of actors within the data governance process
2. Operationalize the data governance process and assist the deployment team
3. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
4. Understand the current and future states of data governance and identify remaining gaps
B) 1. Define the roles and responsibilities of actors within the data governance process
2. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
3. Operationalize the data governance process and assist the deployment team
4. Understand the current and future states of data governance and identify remaining gaps
C) 1. Define the roles and responsibilities of actors within the data governance process
2. Operationalize the data governance process and assist the deployment team
3. Understand the current and future states of data governance and identify remaining gaps
4. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
D) 1. Develop the business value statement and a baseline for ongoing measurement of the data governance deployment
2. Define the roles and responsibilities of actors within the data governance process
3. Operationalize the data governance process and assist the deployment team
4. Understand the current and future states of data governance and identify remaining gaps


5. Which Python library provides the foundation for SciPy?

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


Solutions:

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

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