CHOOSE UPDATED GIAC GMLE PREPARATION MATERIAL IN 3 FORMATS

Choose Updated GIAC GMLE Preparation Material in 3 Formats

Choose Updated GIAC GMLE Preparation Material in 3 Formats

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Free PDF Quiz Useful GMLE - Latest GIAC Machine Learning Engineer Examprep

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GIAC Machine Learning Engineer Sample Questions (Q116-Q121):

NEW QUESTION # 116
Which of the following are characteristics of hierarchical clustering?
(Choose two)
Response:

  • A. It requires specifying the number of clusters in advance
  • B. It scales better for large datasets compared to k-means
  • C. It creates a tree-like structure of nested clusters
  • D. It can be either agglomerative or divisive

Answer: C,D


NEW QUESTION # 117
Which of the following is the median of the dataset {3, 7, 9, 12, 15}?
Response:

  • A. 0
  • B. 1
  • C. 2
  • D. 3

Answer: B


NEW QUESTION # 118
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 adds the absolute value of coefficients; L2 adds the square of coefficients
  • C. L1 is for neural networks; L2 is for decision trees
  • D. L1 optimizes the learning rate; L2 optimizes the batch size

Answer: B


NEW QUESTION # 119
What is the main purpose of the 'softmax' function in neural networks?
Response:

  • A. To normalize the input data
  • B. To introduce non-linearity into the network
  • C. To convert the output of the network into probability distributions
  • D. To speed up the computation in neural networks

Answer: C


NEW QUESTION # 120
Which of the following are key characteristics of genetic algorithms used in neural network optimization?
(Choose two)
Response:

  • A. Fitness evaluation based on a predefined objective
  • B. Manual selection of hyperparameters
  • C. Random initialization of weights
  • D. Evolution through mutation and crossover

Answer: A,D


NEW QUESTION # 121
......

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