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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Deployment and Operationalization | 15% | - Model Deployment
|
| Data Governance and MLOps | 15% | - Governance and Operations
|
| Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
| Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
| Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
What is a challenge of managing data pipelines?
- A. Guaranteeing there is no personally identifiable information in the extracted data
- B. Ensuring that proper backups are available in the event of a data corruption
- C. Monitoring is simply accomplished by the end users reporting any data quality issues
- D. Making the data volume consistent, or at least easily predictable
Correct Answer: B 🗳️
An organization has decided to structure their governance model to allow either a single individual or a team to control and maintain the master data.
Which governance model is being implemented?
- A. Hybrid
- B. Federated
- C. Centralized
- D. Distributed
Correct Answer: C 🗳️
What is the primary use of sets in Python?
- A. Storing key-value pairs
- B. Storing hierarchical data
- C. Storing ordered sequences
- D. Storing unique elements
Correct Answer: D 🗳️
What is the main programming language supported by Apache Spark?
- A. Java
- B. Ruby
- C. C++
- D. Python
Correct Answer: D 🗳️
Match each Apache Kafka component with its description.
Correct Answer:
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