EMC D-DS-OP-23 : 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: Sep 07, 2026

Q & A: 103 Questions and Answers

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D-DS-OP-23 exam dumps

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

SectionWeightObjectives
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
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
Data Governance and MLOps15%- Governance and Operations
  • 1. Apply data governance principles
  • 2. Ensure security, compliance, and reproducibility
  • 3. Implement MLOps workflows and automation
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
Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Improve model accuracy and efficiency
  • 2. Apply hyperparameter tuning techniques
  • 3. Evaluate model performance metrics

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

Question 1

How is replication implemented in Redis?

A. The developer copies and pastes the data in multiple databases
B. Meta information is generated based on the client-server communication protocol
C. Data is shared among many computers to enable fault tolerance and data accessibility
D. Client-server communication protocol is used, whereby every client replicates data from the server


Question 2

Which encoding standard is used by Python 2 to store strings?

A. Unicode
B. ASCII
C. Static
D. Binary


Question 3

Which of the following are components of the Apache Spark Streaming architecture? (Select all that apply)

A. HDFS storage
B. Driver node
C. Worker node
D. Discretized streams (DStreams)
E. Kafka topics


Question 4

Which of the following data structures in Python is immutable?

A. Tuple
B. Dictionary
C. List
D. Set


Question 5

What is a metadata management challenge?

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


Solutions:

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

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