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

1. In the context of data sources, what is meant by data versioning?

A) Storing multiple copies of the same data to increase redundancy
B) Keeping track of different versions or changes to data over time
C) Compressing data to reduce storage space
D) Encrypting data to protect against unauthorized access

2. What is the main advantage of using a RESTful API (Representational State Transfer) as a data source?

A) Support for complex data structures
B) Real-time data processing
C) High security features
D) Simple and standardized communication

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_rfm4
B) Logi_rfm8
C) Logi_rfm6
D) Logi_rfm12

4. What is the purpose of regularization techniques in model building, such as L1 and L2 regularization?

A) To prevent overfitting and reduce model complexity
B) To add more features to the model
C) To speed up model training
D) To increase model complexity

5. Which type of model is commonly used for anomaly detection in datasets?

A) Linear Regression
B) Clustering Models
C) Decision Trees
D) Principal Component Analysis (PCA)

Solutions: