GIAC GMLE DUMPS & GMLE EXAM BOOK

GIAC GMLE Dumps & GMLE Exam Book

GIAC GMLE Dumps & GMLE Exam Book

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GIAC Machine Learning Engineer Sample Questions (Q134-Q139):

NEW QUESTION # 134
You are analyzing the performance of machine learning models by comparing their error rates. After calculating the mean and standard deviation of the errors for each model, you notice that one model has a high standard deviation compared to the others.
What does this suggest about the model's performance, and what steps can you take to improve it?
Response:

  • A. The mean error is sufficient to evaluate performance, and standard deviation can be ignored
  • B. The high standard deviation suggests that the model's errors are inconsistent; you should apply regularization or tune hyperparameters to reduce variability
  • C. The model's performance is optimal, and no changes are needed
  • D. Increase the dataset size without making any changes to the model

Answer: B


NEW QUESTION # 135
Which activation function is typically used in the output layer of a neural network for binary classification?
Response:

  • A. Sigmoid
  • B. Tanh
  • C. Softmax
  • D. ReLU

Answer: A


NEW QUESTION # 136
Your cybersecurity team is tasked with detecting anomalies in network traffic that may indicate malicious activity. You decide to use an autoencoder for this task. After training the autoencoder on normal network traffic data, you notice that it is not accurately detecting anomalies.
What are the next steps you should take to improve the performance of the autoencoder?
Response:

  • A. Retrain the autoencoder with fewer data points and remove regularization techniques
  • B. Train the autoencoder solely on anomalous data to improve its accuracy
  • C. Increase the complexity of the network by adding more layers and disabling dropout
  • D. Adjust the size of the latent space and apply regularization techniques to reduce overfitting

Answer: D


NEW QUESTION # 137
When scraping web data for machine learning, which of the following should you consider to ensure data quality?
Response:

  • A. Avoiding the use of any API
  • B. Scraping only structured data
  • C. Ensuring data is collected regularly and follows copyright laws
  • D. Collecting as much data as possible without validation

Answer: C


NEW QUESTION # 138
Which of the following functions is used to calculate loss in a neural network during training?
Response:

  • A. Loss function
  • B. Activation function
  • C. Softmax function
  • D. Dropout function

Answer: A


NEW QUESTION # 139
......

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