GMLE TRAINING MATERIALS, EXAM GMLE QUESTION

GMLE Training Materials, Exam GMLE Question

GMLE Training Materials, Exam GMLE Question

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Tags: GMLE Training Materials, Exam GMLE Question, Updated GMLE CBT, GMLE Reliable Exam Tips, GMLE 100% Correct Answers

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GIAC - GMLE - Reliable GIAC Machine Learning Engineer Training Materials

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GIAC Machine Learning Engineer Sample Questions (Q92-Q97):

NEW QUESTION # 92
What is the primary purpose of clustering in unsupervised machine learning?
Response:

  • A. To predict future data points based on historical data
  • B. To reduce the dimensionality of the data
  • C. To improve the accuracy of supervised learning models
  • D. To group similar data points without predefined labels

Answer: D


NEW QUESTION # 93
Which loss function is typically used for regression problems?
Response:

  • A. Cross-entropy loss
  • B. Hinge loss
  • C. Kullback-Leibler divergence
  • D. Mean Squared Error (MSE)

Answer: D


NEW QUESTION # 94
What is the main purpose of the latent space in an autoencoder?
Response:

  • A. To store weights for model training
  • B. To serve as a compressed representation of the input data
  • C. To classify anomalies directly
  • D. To generate labels for the dataset

Answer: B


NEW QUESTION # 95
What does 'one-hot encoding' do in the preprocessing of categorical data?
Response:

  • A. It scales all features to a uniform range
  • B. It converts categorical variables into binary vectors
  • C. It identifies and removes outliers
  • D. It reduces the dimensionality of the data

Answer: B


NEW QUESTION # 96
What is the t-test a statistical method used for in machine learning?
Response:

  • A. Determining if there is a significant difference between the means of two groups
  • B. Visualizing the distribution of data
  • C. Classifying data into different categories
  • D. Reducing the dimensionality of the dataset

Answer: A


NEW QUESTION # 97
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