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Exam Code: D-DS-OP-23
Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
Updated: Jul 31, 2026
Q & A: 103 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
| Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
| Data Governance and MLOps | 15% | - Governance and Operations
|
| Deployment and Operationalization | 15% | - Model Deployment
|
| Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
1. What is the fastest data transfer channel for the Flume Agent Architecture?
A) JDBC
B) File
C) Memory
D) Sink Processor
2. What is a difference between Data Governance and Master Data Management (MDM)?
A) Data governance is an informal system of decision making.
MDM is a formal system of decision making.
B) Data Governance is a formalized system of decision making.
MDM is a comprehensive method to link all data elements to a common point of reference.
C) Data governance implementation involves people, policies, rules, and metrics.
MDM is done automatically with no interference.
D) Data governance focuses mainly on IT practices.
MDM creates the rules and decisions for operational data processes.
3. What is a privacy regulation that aims to protect the personal data of European Union citizens?
A) FERPA
B) GDPR
C) CCPA
D) HIPAA
4. Which of the following describes Apache Flink?
A) A distributed file storage system
B) A graph processing framework
C) A batch processing engine
D) A stream processing framework
5. Which tools are used for security considerations in the Hadoop ecosystem? (Select all that apply)
A) Apache Atlas
B) Apache Sentry
C) Apache Ranger
D) Apache Knox
E) Apache Flink
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: A,B,C,D |
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