TEST GIAC GMLE CRAM - GMLE EXAM BOOK

Test GIAC GMLE Cram - GMLE Exam Book

Test GIAC GMLE Cram - GMLE Exam Book

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Tags: Test GMLE Cram, GMLE Exam Book, Mock GMLE Exam, Exam GMLE Outline, GMLE Reliable Study Notes

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GIAC GMLE Exam Book | Mock GMLE Exam

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GIAC Machine Learning Engineer Sample Questions (Q85-Q90):

NEW QUESTION # 85
How does 'L1 regularization' differ from 'L2 regularization' in machine learning?
Response:

  • A. L1 is used for regression; L2 is used for classification
  • B. L1 optimizes the learning rate; L2 optimizes the batch size
  • C. L1 is for neural networks; L2 is for decision trees
  • D. L1 adds the absolute value of coefficients; L2 adds the square of coefficients

Answer: D


NEW QUESTION # 86
What is the main purpose of the 'relu' activation function in neural networks?
Response:

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

Answer: D


NEW QUESTION # 87
What is the role of the centroid in the k-means clustering algorithm?
Response:

  • A. It is the point that minimizes the error in each cluster
  • B. It serves as the initial seed for the clustering process
  • C. It is the geometric center of a cluster, representing the mean of the data points in that cluster
  • D. It represents the boundary between two clusters

Answer: C


NEW QUESTION # 88
The term 'convolution' in CNNs refers to:
Response:

  • A. The process of combining multiple neural networks
  • B. A technique for accelerating network training
  • C. A function applied to reduce the size of the data
  • D. A specialized neural network layer for image processing

Answer: D


NEW QUESTION # 89
SQL is commonly used in data manipulation for:
Response:

  • A. Visualizing data distributions
  • B. Extracting and querying data from databases
  • C. Generating complex neural network models
  • D. Implementing machine learning algorithms

Answer: B


NEW QUESTION # 90
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GMLE Training Materials: GIAC Machine Learning Engineer & GMLE Cram PDF & GMLE Exam Guide

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