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

1. When building a recommendation system, what does "collaborative filtering" rely on?

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

2. 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) The number of hidden units is 26.
B) There are no hidden units in the model.
C) The number of hidden units is 1.
D) The number of hidden units is 50.

3. What is the primary purpose of model deployment in the context of data science and machine learning?

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

4. What is the primary difference between supervised and unsupervised learning in model building?

A) The amount of labeled data required
B) The use of feature engineering
C) The type of data used
D) The presence or absence of a target variable

5. Refer to the exhibit below:

Based on the output from the Data Exploration node shown in the exhibit, which variable has the most thin tails (most platykurtic distribution)?

A) Logi_rfm4
B) Logi_rfm8
C) Logi_rfm6
D) Logi_rfm12

Solutions: