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


"Dell Data Scientist and Data Engineering Optimize 2023", also known as D-DS-OP-23 exam, is a EMC Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 103 Q&As to your D-DS-OP-23 Exam preparation. In the D-DS-OP-23 exam resources, you will cover every field and category in Dell Data Science Certification helping to ready you for your successful EMC Certification.

  • Exam Code: D-DS-OP-23
  • Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
  • Total Questions: 103
  • Certification Provider: EMC
  • Corresponding Certification: Dell Data Science
  • Updated on: Oct 06, 2026

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

SectionWeightObjectives
Data Governance and MLOps15%- Governance and Operations
  • 1. Ensure security, compliance, and reproducibility
  • 2. Apply data governance principles
  • 3. Implement MLOps workflows and automation
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
Data Engineering Pipeline Optimization25%- Pipeline Design and Performance
  • 1. Implement scalable data processing architectures
  • 2. Optimize data ingestion and transformation workflows
  • 3. Evaluate data pipeline performance bottlenecks
Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Improve model accuracy and efficiency
  • 2. Apply hyperparameter tuning techniques
  • 3. Evaluate model performance metrics
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

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

Which tool provides fine-grained access control and security for Hadoop components?

  • A. Apache Ranger
  • B. Apache Knox
  • C. Apache Atlas
  • D. Apache HBase
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

What is a metadata management challenge?

  • A. Information sources are limited
  • B. Data corruption over time
  • C. Ensuring availability of source systems
  • D. Leveraging the information from distributed sources
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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. Amazon Redshift
  • D. Microsoft SSIS
  • E. Apache Spark
Reveal Solution  Discussion  0

Correct Answer: A,D,E  🗳️

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

  • A. Apache Flink
  • B. Apache Ranger
  • C. Apache Knox
  • D. Apache Atlas
  • E. Apache Sentry
Reveal Solution  Discussion  0

Correct Answer: B,C,D,E  🗳️

An organization has implemented an IoT solution in their environment to gain competitive advantage.
This solution generates huge volumes of streaming data from different sources.
The organization wants to leverage this data to provide predictive, actionable results. They need a real- time data processing tool that can process the data using a fault-tolerant, horizontally scalable method.
Which tool should the organization use?

  • A. Apache Ranger
  • B. Apache Ambari
  • C. Apache Storm
  • D. Apache Oozie
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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