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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:
1. What does API stand for in the context of data sources?
A) Application Program Interface
B) Advanced Programming Integration
C) Application Programming Interface
D) Automated Program Integration
2. What is metadata in the context of data sources?
A) Data that is stored in a physical format
B) Data about data, providing information such as data source, structure, and context
C) Data that is in a non-standard, proprietary format
D) Data that is encrypted for security
3. Which data source allows for real-time data streaming and processing?
A) Data warehouses
B) Cloud storage
C) IoT devices
D) Static data files
4. When deploying a machine learning model, what is meant by "model latency"?
A) The time it takes to build a model
B) The time it takes to create synthetic data
C) The time it takes for the model to make predictions once deployed
D) The time it takes to train a model
5. Given the following properties for a neural network model, which statement is true regrading hidden units in the model? The following SAS program is submitted:
A) There are no hidden units in the model.
B) The number of hidden units is 26.
C) The number of hidden units is 50.
D) The number of hidden units is 1.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B |
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