GMLE LATEST EXAM GUIDE | RELIABLE GMLE STUDY MATERIALS

GMLE Latest Exam Guide | Reliable GMLE Study Materials

GMLE Latest Exam Guide | Reliable GMLE Study Materials

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Tags: GMLE Latest Exam Guide, Reliable GMLE Study Materials, GMLE Practice Exams, New GMLE Study Notes, GMLE Latest Learning Materials

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GIAC Machine Learning Engineer Sample Questions (Q69-Q74):

NEW QUESTION # 69
What is the main purpose of the 'relu' activation function in neural networks?
Response:

  • A. To introduce non-linearity into the model
  • B. To prevent overfitting
  • C. To normalize input data
  • D. To speed up the training process

Answer: A


NEW QUESTION # 70
In the context of neural networks, what does 'backpropagation' refer to?
Response:

  • A. The method of calculating the gradient of the loss function and updating the weights
  • B. The technique of training the network layer by layer
  • C. The strategy for initializing the network's weights
  • D. The process of feeding data into the network

Answer: A


NEW QUESTION # 71
Which techniques can be used to improve the performance of a linear regression model?
(Choose two)
Response:

  • A. Reducing the dataset size
  • B. Adding regularization, such as L1 (Lasso) or L2 (Ridge)
  • C. Increasing the number of decision trees
  • D. Including interaction terms between variables

Answer: B,D


NEW QUESTION # 72
You are building a multiple linear regression model to predict employee salaries based on years of experience, education level, and performance ratings. After training the model, you notice that it is overfitting the training data.
What techniques should you use to reduce overfitting and improve the model's generalization?
Response:

  • A. Increase the number of features and training epochs
  • B. Apply L2 regularization (Ridge), reduce the complexity of the model, and increase the size of the training dataset
  • C. Focus only on the most recent data and ignore the training set
  • D. Remove regularization and increase the number of training samples

Answer: B


NEW QUESTION # 73
What is not a typical use case for CNNs in image processing?
Response:

  • A. Facial recognition
  • B. Natural language processing
  • C. Image classification
  • D. Object detection

Answer: B


NEW QUESTION # 74
......

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