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GIAC Machine Learning Engineer Sample Questions (Q43-Q48):

NEW QUESTION # 43
Which of the following is a data manipulation technique commonly applied to prepare data for machine learning models?
Response:

A. Hyperparameter tuning
B. Normalization
C. Data augmentation
D. Overfitting

Answer: B

NEW QUESTION # 44
Stochastic Gradient Descent differs from traditional Gradient Descent by:
Response:

A. Updating model parameters after evaluating the entire dataset
B. Eliminating the need for a learning rate
C. Updating model parameters after evaluating each data point
D. Using a fixed learning rate throughout the training process

Answer: C

NEW QUESTION # 45
Which of the following is commonly used to prevent overfitting in deep neural networks?
Response:

A. Increasing the learning rate
B. Increasing the number of hidden layers
C. Using dropout during training
D. Decreasing the dataset size

Answer: C

NEW QUESTION # 46
What is the role of padding in a convolutional layer?
Response:

A. To increase the number of parameters in the model
B. To normalize the inputs
C. To prevent overfitting
D. To preserve the spatial dimensions of the input data

Answer: D

NEW QUESTION # 47
What is Principal Component Analysis (PCA) a technique used for in unsupervised learning?
Response:

A. Reducing the dimensionality of data
B. Clustering similar data points
C. Improving the accuracy of classification models
D. Predicting future trends in data

Answer: A

NEW QUESTION # 48
......

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Most Effective Way to Get GIAC GMLE Certification

Exam GMLE Questions Pdf & Test GMLE Questions Answers

GIAC Machine Learning Engineer Sample Questions (Q43-Q48):

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