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

D-DS-OP-23 real exams

Exam Code: D-DS-OP-23

Exam Name: Dell Data Scientist and Data Engineering Optimize 2023

Updated: Jul 27, 2026

Q & A: 103 Questions and Answers

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

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

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

1. What is the data governance role that leverages the data for business purposes, such as increasing sales or reducing manufacturing costs?

A) End user
B) Data custodian
C) Security specialist
D) Data steward


2. What are three programming languages supported by Apache Spark?

A) Python, C, and Scala
B) Python, R, and C++
C) Python, R, and Scala
D) PL/SQL, R, and Scala


3. What is the purpose of memory management in Apache Flink?

A) Control how much memory the runtime operations use
B) Ensure no disk space is ever required
C) Convert all of the data into Java objects
D) Eliminate the need for serialization of the data


4. Which of the following are characteristics of the Hadoop ecosystem? (Select all that apply)

A) Batch processing
B) Scalability
C) Single-node architecture
D) Real-time processing
E) Low fault tolerance


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

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


Solutions:

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

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