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Study Material For GIAC GMLE Exam Questions

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Posted on: 02/11/25

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GIAC Machine Learning Engineer Sample Questions (Q118-Q123):

NEW QUESTION # 118
What does 'gradient boosting' refer to in ensemble learning?
Response:

  • A. A technique to decrease the training time of models
  • B. A method of combining weak learners to create a strong learner
  • C. A strategy to reduce the complexity of models
  • D. An approach to reduce the variance of the model

Answer: B


NEW QUESTION # 119
Which of the following is a key feature of TensorFlow in machine learning?
Response:

  • A. It provides tools for building and training deep learning models
  • B. It is primarily used for statistical analysis
  • C. It is used for real-time model deployment
  • D. It is used for plotting graphs

Answer: A


NEW QUESTION # 120
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. Collecting as much data as possible without validation
  • C. Scraping only structured data
  • D. Ensuring data is collected regularly and follows copyright laws

Answer: D


NEW QUESTION # 121
What refers to models capturing noise in the training data as if it were a true signal in supervised learning models?
Response:

  • A. Models that are too simplistic to capture underlying patterns
  • B. The process of training models on large datasets
  • C. Overfitting
  • D. Models performing equally on training and test data

Answer: C


NEW QUESTION # 122
In a regression model, what is the purpose of the error term?
Response:

  • A. To calculate the probability of an event
  • B. To measure the accuracy of a decision tree
  • C. To classify new data points
  • D. To represent the difference between the observed and predicted values

Answer: D


NEW QUESTION # 123
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