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SASInstitute A00-406 Exam Syllabus Topics:

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

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

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

2. What is the primary objective of model validation during the model assessment phase?

A) To ensure the model generalizes well to new, unseen data
B) To create synthetic data
C) To assess the accuracy of the model
D) To build a model from scratch

3. 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_rfm8
C) Logi_rfm4
D) Logi_rfm12

4. What is the main purpose of feature engineering in model building?

A) Data preprocessing
B) Model evaluation
C) Data visualization
D) Creating new features or transforming existing ones to improve model performance

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

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

Solutions: