Try and practice the latest EMC : D-DS-OP-23 real questions & answers

Last Updated: Aug 08, 2026

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

SectionWeightObjectives
Topic 1: Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Evaluate model performance metrics
  • 2. Improve model accuracy and efficiency
  • 3. Apply hyperparameter tuning techniques
Topic 2: Data Engineering Pipeline Optimization25%- Pipeline Design and Performance
  • 1. Optimize data ingestion and transformation workflows
  • 2. Evaluate data pipeline performance bottlenecks
  • 3. Implement scalable data processing architectures
Topic 3: Deployment and Operationalization15%- Model Deployment
  • 1. Deploy machine learning models into production environments
  • 2. Implement model lifecycle management practices
  • 3. Monitor model performance and drift
Topic 4: Data Governance and MLOps15%- Governance and Operations
  • 1. Ensure security, compliance, and reproducibility
  • 2. Implement MLOps workflows and automation
  • 3. Apply data governance principles
Topic 5: Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Select appropriate data preprocessing methods
  • 2. Optimize feature extraction and transformation
  • 3. Evaluate data quality and feature effectiveness

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

1. What is a characteristic of the Kerberos role in a Hadoop ecosystem?

A) Designed to access directory services
B) Secure user identification over insecure network
C) Used for authentication and authorization
D) Bind-based authentication


2. Why is it important to control the capabilities of a workload during runtime in Kubernetes?

A) Apply API authorization on a cluster
B) Enable management of application secrets
C) Support data exfiltration from a pod
D) Limit resource usage on a cluster


3. What step in a query plan determines the best execution path for the provided query?

A) Algebrizer
B) Execution
C) Parser
D) Optimizer


4. In a relational database, what is a minimal set of attributes to uniquely identify a record in a table?

A) Foreign key
B) Candidate key
C) Primary key
D) Super key


5. The penalty that the EU supervisory authority levies on an organization that fails to comply with the General Data Protection Regulation (GDPR) is the greater of 4% of total global annual turnover or revenue, or a fixed fine amount.
What is the fixed fine amount, in millions of Euros?

A) 40
B) 10
C) 20
D) 5


Solutions:

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

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