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

  • Exam Code: D-DS-OP-23
  • Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
  • Updated: Aug 17, 2026     Q & A: 103 Questions and Answers

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

SectionWeightObjectives
Topic 1: Data Governance and MLOps15%- Governance and Operations
  • 1. Ensure security, compliance, and reproducibility
  • 2. Implement MLOps workflows and automation
  • 3. Apply data governance principles
Topic 2: Deployment and Operationalization15%- Model Deployment
  • 1. Implement model lifecycle management practices
  • 2. Deploy machine learning models into production environments
  • 3. Monitor model performance and drift
Topic 3: Machine Learning Model Optimization25%- Model Tuning and Evaluation
  • 1. Improve model accuracy and efficiency
  • 2. Evaluate model performance metrics
  • 3. Apply hyperparameter tuning techniques
Topic 4: Data Preparation and Feature Engineering20%- Feature Engineering Techniques
  • 1. Select appropriate data preprocessing methods
  • 2. Evaluate data quality and feature effectiveness
  • 3. Optimize feature extraction and transformation
Topic 5: Data Engineering Pipeline Optimization25%- Pipeline Design and Performance
  • 1. Evaluate data pipeline performance bottlenecks
  • 2. Optimize data ingestion and transformation workflows
  • 3. Implement scalable data processing architectures

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

1. Which Python library provides the foundation for SciPy?

A) NLTK
B) scikit-learn
C) NumPy
D) Pandas


2. In Python, which type of operator is often used in conditional statements to perform Boolean operations?

A) Arithmetic
B) Assignment
C) Logical
D) Bitwise


3. What is the purpose of sensor operators in Apache Airflow?

A) Move data sequentially from one system to another
B) Use a poke method to monitor external processes
C) Use triggers to report each successive retry
D) Perform validation checks in parallel


4. What is an advantage of avoiding bias from the data?

A) Reduce misuse of data and facilitate its transparency
B) Minimize Bias-Variance trade-off
C) Decrease trust between humans and machines
D) Minimize transparency at the point of data collection


5. Which CouchDB function can be used to create a document?

A) Update
B) List
C) Insert
D) Create


Solutions:

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

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