Study with D-DS-OP-23 Actual Test Questions

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Last Updated: Sep 09, 2026

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

SectionWeightObjectives
Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Optimize feature extraction and transformation
  • 2. Evaluate data quality and feature effectiveness
  • 3. Select appropriate data preprocessing methods
Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Improve model accuracy and efficiency
  • 2. Evaluate model performance metrics
  • 3. Apply hyperparameter tuning techniques
Deployment and Operationalization15%- Model Deployment
  • 1. Deploy machine learning models into production environments
  • 2. Monitor model performance and drift
  • 3. Implement model lifecycle management practices
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
Data Governance and MLOps15%- Governance and Operations
  • 1. Implement MLOps workflows and automation
  • 2. Ensure security, compliance, and reproducibility
  • 3. Apply data governance principles

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

Question #1

What is the primary focus of the EdgeX Foundry architecture?

  • A. Edge computing and IoT devices
  • B. Big data analytics
  • C. Cloud computing
  • D. Quantum computing
Answer: A
Question #2

What is a characteristic of Pig?

  • A. Data warehouse infrastructure that manages jobs in the cluster
  • B. Performs real-time reads and writes in HDFS
  • C. Alternative language to Java programming for MapReduce
  • D. Uses HiveQL to translate SQL queries into MapReduce jobs
Answer: C
Question #3

In Python, which non-primitive data structure can only be a collection of primitive data types?

  • A. Array
  • B. Dictionary
  • C. Tuple
  • D. List
Answer: A
Question #4

What is an advantage of avoiding bias from the data?

  • A. Minimize transparency at the point of data collection
  • B. Decrease trust between humans and machines
  • C. Minimize Bias-Variance trade-off
  • D. Reduce misuse of data and facilitate its transparency
Answer: D
Question #5

What is the fastest data transfer channel for the Flume Agent Architecture?

  • A. Memory
  • B. JDBC
  • C. Sink Processor
  • D. File
Answer: A
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