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

D-DS-OP-23 real exams

Exam Code: D-DS-OP-23

Exam Name: Dell Data Scientist and Data Engineering Optimize 2023

Updated: Jul 31, 2026

Q & A: 103 Questions and Answers

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EMC D-DS-OP-23 Exam Syllabus Topics:

SectionWeightObjectives
Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Evaluate model performance metrics
  • 2. Apply hyperparameter tuning techniques
  • 3. Improve model accuracy and efficiency
Data Engineering Pipeline Optimization25%- Pipeline Design and Performance
  • 1. Evaluate data pipeline performance bottlenecks
  • 2. Optimize data ingestion and transformation workflows
  • 3. Implement scalable data processing architectures
Data Governance and MLOps15%- Governance and Operations
  • 1. Apply data governance principles
  • 2. Implement MLOps workflows and automation
  • 3. Ensure security, compliance, and reproducibility
Deployment and Operationalization15%- Model Deployment
  • 1. Monitor model performance and drift
  • 2. Implement model lifecycle management practices
  • 3. Deploy machine learning models into production environments
Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Evaluate data quality and feature effectiveness
  • 2. Optimize feature extraction and transformation
  • 3. Select appropriate data preprocessing methods

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

1. What is the fastest data transfer channel for the Flume Agent Architecture?

A) JDBC
B) File
C) Memory
D) Sink Processor


2. What is a difference between Data Governance and Master Data Management (MDM)?

A) Data governance is an informal system of decision making.
MDM is a formal system of decision making.
B) Data Governance is a formalized system of decision making.
MDM is a comprehensive method to link all data elements to a common point of reference.
C) Data governance implementation involves people, policies, rules, and metrics.
MDM is done automatically with no interference.
D) Data governance focuses mainly on IT practices.
MDM creates the rules and decisions for operational data processes.


3. What is a privacy regulation that aims to protect the personal data of European Union citizens?

A) FERPA
B) GDPR
C) CCPA
D) HIPAA


4. Which of the following describes Apache Flink?

A) A distributed file storage system
B) A graph processing framework
C) A batch processing engine
D) A stream processing framework


5. Which tools are used for security considerations in the Hadoop ecosystem? (Select all that apply)

A) Apache Atlas
B) Apache Sentry
C) Apache Ranger
D) Apache Knox
E) Apache Flink


Solutions:

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

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