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

  • Exam Code: D-DS-OP-23
  • Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
  • Updated: Aug 20, 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. Apply hyperparameter tuning techniques
  • 2. Improve model accuracy and efficiency
  • 3. Evaluate model performance metrics
Data Governance and MLOps15%- Governance and Operations
  • 1. Implement MLOps workflows and automation
  • 2. Apply data governance principles
  • 3. Ensure security, compliance, and reproducibility
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
Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Select appropriate data preprocessing methods
  • 2. Evaluate data quality and feature effectiveness
  • 3. Optimize feature extraction and transformation
Data Engineering Pipeline Optimization25%- Pipeline Design and Performance
  • 1. Optimize data ingestion and transformation workflows
  • 2. Implement scalable data processing architectures
  • 3. Evaluate data pipeline performance bottlenecks

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

1. Match each Apache Storm component with its description.


2. 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. 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
C) 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
D) 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


3. 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) 20
C) 5
D) 10


4. Which Python library formats data into dataframes?

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


5. What is the storage architecture of Pravega?

A) Object-based storage
B) Columnar storage
C) File-based storage
D) In-memory storage


Solutions:

Question # 1
Answer: Only visible for members
Question # 2
Answer: B
Question # 3
Answer: B
Question # 4
Answer: A
Question # 5
Answer: A

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