WEB-BASED PRACTICE TESTS: THE KEY TO GIAC GMLE EXAM SUCCESS

Web-Based Practice Tests: The Key to GIAC GMLE Exam Success

Web-Based Practice Tests: The Key to GIAC GMLE Exam Success

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GIAC Machine Learning Engineer Sample Questions (Q41-Q46):

NEW QUESTION # 41
Which of the following are important when using standard deviation to understand data spread?
(Choose two)
Response:

  • A. Standard deviation can only be used for categorical data
  • B. Standard deviation is not influenced by outliers
  • C. A large standard deviation means that data points are more spread out
  • D. A small standard deviation means that data points are close to the mean

Answer: C,D


NEW QUESTION # 42
Why is feature scaling important in machine learning?
Response:

  • A. It helps in handling missing data
  • B. It makes the model training process faster
  • C. It ensures that different features contribute equally to the model training
  • D. It increases the number of features

Answer: C


NEW QUESTION # 43
In machine learning, what is the primary goal of optimization algorithms?
Response:

  • A. To increase data storage efficiency
  • B. To reduce the computational complexity
  • C. To improve the accuracy of predictions
  • D. To enhance data visualization techniques

Answer: C


NEW QUESTION # 44
Which statistics are commonly used to summarize a dataset?
(Choose two)
Response:

  • A. Confusion matrix
  • B. Mean
  • C. Median
  • D. P-value

Answer: B,C


NEW QUESTION # 45
Which of the following is a key advantage of Convolutional Neural Networks (CNNs) in image classification?
Response:

  • A. They reduce the need for feature engineering by learning features automatically from images
  • B. They work best with time-series data
  • C. They are easy to interpret
  • D. They perform well with structured data

Answer: A


NEW QUESTION # 46
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