Exam Name: Dell Data Scientist and Data Engineering Optimize 2023
Certification Provider: EMC
Corresponding Certification: Dell Data Science
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Check Updated on: Oct 03, 2026
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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Pipeline Optimization | 20% | - ETL/ELT workflow optimization - Design scalable and efficient data pipelines - Reduce latency and improve throughput |
| Streaming & IoT Data Processing | 15% | - Real-time ingestion frameworks - Stream processing optimization - Pravega, Kafka, NiFi usage |
| Data Processing Frameworks | 22% | - Batch and real-time processing optimization - Apache Spark optimization - Hadoop ecosystem tuning |
| Governance, Security & Compliance | 15% | - Security and privacy protection - Data governance policies - Regulatory compliance |
| Monitoring, Troubleshooting & Workload Management | 10% | - Performance monitoring and logging - Bottleneck identification and resolution - Cluster resource allocation |
| Storage & Data Management | 18% | - Data formats, partitioning, and indexing - SQL/NoSQL performance tuning - Distributed storage system optimization |
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
A manufacturing organization intents to minimize production costs by analyzing real-time data after implementing IoT tools.
Which business driver would be affected if the organization follows this strategy?
- A. Product choices
- B. Customer experience
- C. Operational efficiency
- D. New sources of revenue
Correct Answer: C 🗳️
Match each data type with its corresponding Redis data structure.
Correct Answer:
Which IoT data processing tool uses a storage abstraction called Stream for continuous and unbounded data?
- A. Pravega
- B. Apache NiFi
- C. EdgeX Foundry
- D. Apache Storm
Correct Answer: A 🗳️
Which of the following are data ingestion tools commonly used in the Hadoop ecosystem? (Select all that apply)
- A. Apache Flink
- B. Apache Kafka
- C. Apache Sqoop
- D. Apache Flume
- E. Apache Beam
Correct Answer: B,C,D 🗳️
Which phase of a data analytics project involves data engineers extracting, transforming, and loading data from various sources into a centralized repository?
- A. Data ingestion
- B. Data exploration
- C. Data visualization
- D. Data modeling
Correct Answer: A 🗳️
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