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EMC D-DS-OP-23 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Governance and MLOps | 15% | - Governance and Operations
|
| Topic 2: Deployment and Operationalization | 15% | - Model Deployment
|
| Topic 3: Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
| Topic 4: Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
| Topic 5: Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
EMC Dell Data Scientist and Data Engineering Optimize 2023 Sample Questions:
1. Which of the following are components of the ETL process? (Select all that apply)
A) Transformation
B) Loading
C) Visualization
D) Transmission
E) Extraction
2. What is a common approach to handling errors and failures in data pipelines?
A) Implementing robust error handling and retries
B) Allowing errors to propagate to end-users
C) Ignoring errors and continuing execution
D) Relying solely on input data validation
3. Which Cassandra data type represents a collection of key-value pairs, and is represented in curly brackets ({, }) and colon (:)?
A) Set
B) UUID
C) List
D) Map
4. Which of the following are security considerations when using cloud services with Hadoop? (Select all that apply)
A) Data encryption in transit and at rest
B) Storing all data on public GitHub repositories
C) Multi-factor authentication
D) Regularly updating software and patches
5. What is the primary focus of the EdgeX Foundry architecture?
A) Edge computing and IoT devices
B) Cloud computing
C) Big data analytics
D) Quantum computing
Solutions:
| Question # 1 Answer: A,B,E | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A,C,D | Question # 5 Answer: A |
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