ACTUAL GMLE TEST MATERIAL MAKES YOU MORE EFFICIENT - ITEXAMDOWNLOAD

Actual GMLE Test Material Makes You More Efficient - ITExamDownload

Actual GMLE Test Material Makes You More Efficient - ITExamDownload

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GIAC Machine Learning Engineer Sample Questions (Q60-Q65):

NEW QUESTION # 60
Which of the following is commonly used to prevent overfitting in deep neural networks?
Response:

  • A. Decreasing the dataset size
  • B. Increasing the number of hidden layers
  • C. Increasing the learning rate
  • D. Using dropout during training

Answer: D


NEW QUESTION # 61
Which component of a CNN is responsible for learning the spatial hierarchies of features in an image?
Response:

  • A. Activation function
  • B. Dropout layer
  • C. Convolutional layer
  • D. Fully connected layer

Answer: C


NEW QUESTION # 62
In machine learning, what is 'bias-variance tradeoff'?
Response:

  • A. The compromise between the model's ability to generalize and its accuracy on training data
  • B. The relationship between the model's complexity and its performance on unseen data
  • C. The tradeoff between the learning rate and the number of epochs
  • D. The balance between the number of features and the size of the dataset

Answer: A


NEW QUESTION # 63
What is a key step in preprocessing data for machine learning?
Response:

  • A. Selecting a suitable machine learning algorithm
  • B. Increasing the size of the dataset artificially
  • C. Simplifying the model architecture
  • D. Normalizing or standardizing the data

Answer: D


NEW QUESTION # 64
Which of the following is a data manipulation technique commonly applied to prepare data for machine learning models?
Response:

  • A. Data augmentation
  • B. Hyperparameter tuning
  • C. Normalization
  • D. Overfitting

Answer: C


NEW QUESTION # 65
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