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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
| Deployment and Operationalization | 15% | - Model Deployment
|
| Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
| Data Governance and MLOps | 15% | - Governance and Operations
|
| Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
What is the primary purpose of Apache Kafka in a data processing architecture?
- A. Running machine learning algorithms
- B. Running complex SQL queries
- C. Processing real-time data streams
- D. Storing historical data
Correct Answer: C 🗳️
What is a characteristic of the Kerberos role in a Hadoop ecosystem?
- A. Designed to access directory services
- B. Secure user identification over insecure network
- C. Bind-based authentication
- D. Used for authentication and authorization
Correct Answer: B 🗳️
Which layer in the EdgeX Foundry architecture provides a REST API that enables clients to establish new requests?
- A. Application/Export Services
- B. Support Services
- C. Core Services
- D. Device Services
Correct Answer: A 🗳️
What is the fastest data transfer channel for the Flume Agent Architecture?
- A. JDBC
- B. Sink Processor
- C. Memory
- D. File
Correct Answer: C 🗳️
Which of the following are data ingestion tools commonly used in the Hadoop ecosystem? (Select all that apply)
- A. Apache Flink
- B. Apache Sqoop
- C. Apache Beam
- D. Apache Kafka
- E. Apache Flume
Correct Answer: B,D,E 🗳️
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