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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Governance and Operations | - Security and compliance considerations - Lifecycle management of data solutions - Data quality management |
| Machine Learning and Modeling | - Model evaluation and validation - Algorithm selection and tuning - Supervised and unsupervised learning |
| Optimization and Performance | - Optimization techniques for data workflows - Model performance tuning |
| Data Science Foundations | - Feature engineering fundamentals - Statistical analysis and probability concepts - Data exploration and preprocessing |
| Data Engineering Principles | - Data pipeline design and orchestration - Data storage architectures (data lakes, warehouses) - ETL/ELT processes |
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
Which of the following accurately describes Apache Storm? (Select all that apply)
- A. A file storage system
- B. A machine learning library
- C. A distributed stream processing system
- D. A batch processing framework
Correct Answer: C 🗳️
In Python, which type of operator is often used in conditional statements to perform Boolean operations?
- A. Bitwise
- B. Assignment
- C. Logical
- D. Arithmetic
Correct Answer: C 🗳️
What enables Pravega to rapidly ingest streaming data into durable storage?
- A. Apache Spark
- B. Append-only logs
- C. MongoDB
- D. Relational database schema
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. Core Services
- C. Support Services
- D. Device Services
Correct Answer: A 🗳️
What is a challenge of managing data pipelines?
- A. Guaranteeing there is no personally identifiable information in the extracted data
- B. Monitoring is simply accomplished by the end users reporting any data quality issues
- C. Making the data volume consistent, or at least easily predictable
- D. Ensuring that proper backups are available in the event of a data corruption
Correct Answer: D 🗳️




