Last Updated: Aug 18, 2026
No. of Questions: 103 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Data Preparation and Feature Engineering | 20% | - Feature Engineering Techniques
|
| Data Engineering Pipeline Optimization | 25% | - Pipeline Design and Performance
|
| Machine Learning Model Optimization | 25% | - Model Tuning and Evaluation
|
| Deployment and Operationalization | 15% | - Model Deployment
|
| Data Governance and MLOps | 15% | - Governance and Operations
|
1. Which of the following are components of the ETL process? (Select all that apply)
A) Visualization
B) Loading
C) Transmission
D) Extraction
E) Transformation
2. Match each data type with its corresponding Redis data structure.
3. Which tool provides fine-grained access control and security for Hadoop components?
A) Apache HBase
B) Apache Atlas
C) Apache Knox
D) Apache Ranger
4. A company needs to fill an opening for a key tactical data governance position. The new hire is to be a subject matter expert on customer data and ensure the data policies and standards are adhered to on a daily basis. This role bridges the gap between a data governance program and its execution.
What is a suitable job title for this role?
A) Data miner
B) Data scientist
C) Data engineer
D) Data steward
5. A manufacturing organization intents to minimize production costs by analyzing real-time data after implementing IoT tools.
Which business driver would be affected if the organization follows this strategy?
A) New sources of revenue
B) Product choices
C) Operational efficiency
D) Customer experience
Solutions:
| Question # 1 Answer: B,D,E | Question # 2 Answer: Only visible for members | Question # 3 Answer: D | Question # 4 Answer: D | Question # 5 Answer: C |
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