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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Governance and Operations | - Lifecycle management of data solutions - Security and compliance considerations - Data quality management |
| Data Engineering Principles | - Data storage architectures (data lakes, warehouses) - Data pipeline design and orchestration - ETL/ELT processes |
| Data Science Foundations | - Data exploration and preprocessing - Feature engineering fundamentals - Statistical analysis and probability concepts |
| Optimization and Performance | - Model performance tuning - Optimization techniques for data workflows |
| Machine Learning and Modeling | - Supervised and unsupervised learning - Model evaluation and validation - Algorithm selection and tuning |
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
What is the fastest data transfer channel for the Flume Agent Architecture?
- A. File
- B. JDBC
- C. Sink Processor
- D. Memory
Correct Answer: D 🗳️
Which feature of Apache Kafka makes it suitable for handling high-throughput data streams?
- A. In-memory data storage
- B. Static schema enforcement
- C. Only supports batch processing
- D. Partitioning and replication
Correct Answer: D 🗳️
What is a primary task of a data engineer during a data analytics project?
- A. Preparing the Big Data environment to be utilized by data scientists and other business stakeholders
- B. Installing, configuring, testing, and maintaining operating systems, application software, and system management tools
- C. Designing and integrating infrastructure, analyzing algorithms, modifying source code, and writing system instructions
- D. Ensuring the successful initiation, planning, design, execution, monitoring, controlling, and closure of the project
Correct Answer: A 🗳️
Match each Apache Storm component with its description.
Correct Answer:
Reg 
Judith 
Parker 
Tina 
Curitis 
Xenia 
Winfred 
Rita 
Denise 
Dunn 
Quintina 
Joyce 
Lionel 
Clyde 
Brook 
Frank 
Jenny 
Henry 
Bishop 
Regan 
Prima 
