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

1. Which type of data source typically stores structured data in a tabular format?

A) APIs
B) Text documents
C) NoSQL databases
D) Relational databases

2. 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_rfm6
B) Logi_rfm12
C) Logi_rfm4
D) Logi_rfm8

3. What does API stand for in the context of data sources?

A) Application Programming Interface
B) Application Program Interface
C) Automated Program Integration
D) Advanced Programming Integration

4. Which machine learning technique is typically used for building a model to predict a numeric target variable?

A) Classification
B) Dimensionality reduction
C) Clustering
D) Regression

5. What is a common example of an external data source for an organization?

A) Customer surveys
B) Internal emails
C) Employee databases
D) Intranet portals

Solutions: