FREE PDF 2025 GIAC GMLE: GIAC MACHINE LEARNING ENGINEER–HIGH PASS-RATE ACTUAL EXAMS

Free PDF 2025 GIAC GMLE: GIAC Machine Learning Engineer–High Pass-Rate Actual Exams

Free PDF 2025 GIAC GMLE: GIAC Machine Learning Engineer–High Pass-Rate Actual Exams

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Tags: GMLE Actual Exams, GMLE Valid Test Book, GMLE Reliable Learning Materials, New GMLE Exam Dumps, GMLE Latest Exam Materials

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GIAC Machine Learning Engineer Sample Questions (Q99-Q104):

NEW QUESTION # 99
What does 'data imputation' refer to in data preprocessing?
Response:

  • A. Scaling data to a standard range
  • B. Removing irrelevant features from the dataset
  • C. Transforming categorical data into numerical data
  • D. Filling in missing or null values in the data

Answer: D


NEW QUESTION # 100
What are correlation matrices useful for in data exploration and visualization?
Response:

  • A. Visualizing geographical data
  • B. Determining the accuracy of a model
  • C. Understanding relationships between pairs of variables
  • D. Identifying missing data

Answer: C


NEW QUESTION # 101
What is the t-test a statistical method used for in machine learning?
Response:

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

Answer: D


NEW QUESTION # 102
Which machine learning technique is commonly used for detecting anomalies in network traffic?
Response:

  • A. k-means clustering
  • B. Naive Bayes
  • C. Autoencoders
  • D. Decision Trees

Answer: C


NEW QUESTION # 103
What does the term 'overfitting' refer to in deep learning?
Response:

  • A. A model that performs well on both training and test data
  • B. A model that performs well on training data but poorly on unseen data
  • C. A model that is too simple to capture the underlying pattern
  • D. The process of selecting the right hyperparameters

Answer: B


NEW QUESTION # 104
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