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SASInstitute A00-406 Exam Syllabus Topics:

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

Question 1

What is the primary function of a data catalog in managing data sources?

A. Data storage
B. Data visualization
C. Data analysis
D. Data documentation and discovery

Question 2

What does the term "bias" in machine learning refer to?

A. Systematic errors that cause a model to consistently underpredict or overpredict
B. The simplicity of a model
C. A model's inability to generalize to new data
D. The overall accuracy of a model

Question 3

When building a deep learning neural network, what is the purpose of the activation function in each neuron?

A. To introduce non-linearity
B. To define the learning rate
C. To initialize the model
D. To control the number of hidden layers

Question 4

Which of the following best describes unstructured data?

A. Data stored in a relational database
B. Data that is difficult to process and lacks a predefined structure
C. Data that is organized in rows and columns
D. Data with a clear schema

Question 5

What is the purpose of cross-entropy loss in machine learning, especially in the context of classification?

A. To measure the dissimilarity between predicted and actual class probabilities
B. To quantify the variance of a model
C. To calculate the mean squared error of a regression model
D. To evaluate feature importance

Solutions: