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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q75-Q80):

NEW QUESTION # 75
What is the primary purpose of model deployment in the context of data science and machine learning?

A. Making the model available for use in real-world applications
B. Data preprocessing
C. Model evaluation
D. Model building

Answer: A

NEW QUESTION # 76
Which of the following metrics is commonly used to evaluate the performance of a binary classification model in a machine learning pipeline?

A. Mean Absolute Error (MAE)
B. Root Mean Squared Error (RMSE)
C. R-squared
D. Accuracy

Answer: D

NEW QUESTION # 77
In model assessment, what does "cross-validation" aim to address?

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

Answer: B

NEW QUESTION # 78
In natural language processing (NLP), what is a common preprocessing step for text data before building models?

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

Answer: A

NEW QUESTION # 79
When building a recommendation system, what does "collaborative filtering" rely on?

A. The past behavior or preferences of users
B. Item-based clustering
C. The popularity of items
D. The characteristics of the items being recommended

Answer: A

NEW QUESTION # 80
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