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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:

1. What is "model reevaluation" in the model deployment phase?

A) The process of data preprocessing
B) The evaluation of data distribution
C) The periodic assessment of a deployed model's performance and potential retraining
D) The process of selecting features

2. What is the primary role of a data warehouse in an organization?

A) Long-term data storage and analysis
B) Data exploration and visualization
C) Data transformation and cleaning
D) Real-time data analysis

3. What is the primary goal of A/B testing in the context of model deployment?

A) To compare two different versions of a model or strategy to determine which performs better
B) To assess data quality
C) To create synthetic data
D) To evaluate the model's accuracy

4. In model assessment, what does "cross-validation" aim to address?

A) Data preprocessing
B) Model deployment
C) Overfitting and generalization
D) Training a model

5. In natural language processing (NLP), what is a common preprocessing step for text data before building models?

A) Standardization
B) Principal Component Analysis (PCA)
C) One-Hot Encoding
D) Tokenization

Solutions: