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

D-DS-OP-23 Exam Simulator
  • Exam Code: D-DS-OP-23
  • Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
  • Updated: Jul 20, 2026
  • Q & A: 103 Questions and Answers

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

SectionWeightObjectives
Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Evaluate data quality and feature effectiveness
  • 2. Select appropriate data preprocessing methods
  • 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
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 Governance and MLOps15%- Governance and Operations
  • 1. Implement MLOps workflows and automation
  • 2. Ensure security, compliance, and reproducibility
  • 3. Apply data governance principles
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

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

1. Match each Atlas feature with its description.


2. What is the primary storage system used by the Hadoop ecosystem?

A) Amazon S3
B) MongoDB
C) HDFS
D) Cassandra


3. What is the primary purpose of Apache Kafka in a data processing architecture?

A) Storing historical data
B) Running complex SQL queries
C) Processing real-time data streams
D) Running machine learning algorithms


4. Which of the following are security considerations when using cloud services with Hadoop? (Select all that apply)

A) Data encryption in transit and at rest
B) Regularly updating software and patches
C) Storing all data on public GitHub repositories
D) Multi-factor authentication


5. Match each data type with its corresponding Redis data structure.


Solutions:

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

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