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Free PDF 2025 Newest A00-406: SAS® Viya® Supervised Machine Learning Pipelines Free Study Material

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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q93-Q98):

NEW QUESTION # 93
Which type of data source typically stores structured data in a tabular format?

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

Answer: B

NEW QUESTION # 94
Which technique is used for feature selection in a machine learning pipeline when dealing with a large number of features?

A. Principal Component Analysis (PCA)
B. Naive Bayes
C. One-Hot Encoding
D. Regularization

Answer: D

NEW QUESTION # 95
What is the purpose of hyperparameter tuning in a machine learning pipeline?

A. To train the model
B. To select the most important features
C. To optimize the model's hyperparameters for better performance
D. To evaluate the model's predictions

Answer: C

NEW QUESTION # 96
What is the primary purpose of model deployment in the context of data science and machine learning?

A. Making the model available for use in real-world applications
B. Model building
C. Data preprocessing
D. Model evaluation

Answer: A

NEW QUESTION # 97
In natural language processing (NLP), what is a common preprocessing step for text data before building models?

A. Tokenization
B. Principal Component Analysis (PCA)
C. Standardization
D. One-Hot Encoding

Answer: A

NEW QUESTION # 98
......

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