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

1. Which algorithm is commonly used for decision-making tasks in classification models?

A) K-Means
B) Decision Trees
C) Principal Component Analysis (PCA)
D) Linear Regression

2. What is the primary goal of building models in data science and machine learning?

A) Making predictions or inferences from data
B) Data cleaning
C) Data visualization
D) Feature engineering

3. What is "model retraining" in the context of model deployment?

A) The process of building the initial model
B) Periodically updating and improving a deployed model with new data
C) The process of feature selection
D) The process of data preprocessing

4. Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?

A) MongoDB
B) Oracle Database
C) MySQL
D) Microsoft SQL Server

5. 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

Solutions: