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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
| Topic 2: Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
| Topic 3: Deployment and Operationalization | 15% | - Model Deployment
|
| Topic 4: Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
| Topic 5: Data Governance and MLOps | 15% | - Governance and Operations
|
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
What is a significant advantage of using a columnar store NoSQL database for analytical workloads?
- A. High-speed transaction processing
- B. Real-time data synchronization
- C. Optimized query performance on large datasets
- D. Efficient storage of hierarchical data
Correct Answer: C 🗳️
In Python, which data type is one dimensional and immutable?
- A. Set
- B. Tuple
- C. Array
- D. List
Correct Answer: B 🗳️
What is the primary advantage of using dictionaries in Python data pipelines?
- A. Dictionaries maintain element order
- B. Dictionaries allow duplicate values
- C. Dictionaries support mathematical operations
- D. Dictionaries offer O(1) lookup time
Correct Answer: D 🗳️
What is a primary task of a data engineer during a data analytics project?
- A. Designing and integrating infrastructure, analyzing algorithms, modifying source code, and writing system instructions
- B. Installing, configuring, testing, and maintaining operating systems, application software, and system management tools
- C. Preparing the Big Data environment to be utilized by data scientists and other business stakeholders
- D. Ensuring the successful initiation, planning, design, execution, monitoring, controlling, and closure of the project
Correct Answer: C 🗳️
In Python, which primitive data type covers real rational and irrational numbers?
- A. Float
- B. Integer
- C. String
- D. Boolean
Correct Answer: A 🗳️
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