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1. What is a common application of IoT tools?
A) Processing large-scale batch data
B) Analyzing static datasets
C) Monitoring real-time sensor data
D) Managing relational databases
2. Which of the following are characteristics of the Hadoop ecosystem? (Select all that apply)
A) Batch processing
B) Single-node architecture
C) Low fault tolerance
D) Real-time processing
E) Scalability
3. What is a common approach to handling errors and failures in data pipelines?
A) Allowing errors to propagate to end-users
B) Relying solely on input data validation
C) Implementing robust error handling and retries
D) Ignoring errors and continuing execution
4. Which Python library formats data into dataframes?
A) NumPy
B) Pandas
C) NLTK
D) scikit-learn
5. An organization has decided to structure their governance model to allow either a single individual or a team to control and maintain the master data.
Which governance model is being implemented?
A) Centralized
B) Hybrid
C) Federated
D) Distributed
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,E | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: A |
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