Questions GMLE Pdf - Test GMLE Dumps Pdf

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GIAC Machine Learning Engineer Sample Questions (Q34-Q39):

NEW QUESTION # 34
You are using a CNN to classify images in a dataset. After several epochs of training, you notice that the model performs well on the training set but poorly on the validation set. This suggests overfitting.
What steps should you take to improve the generalization of the model?
Response:

A. Train the model for more epochs and reduce the use of regularization
B. Reduce the size of the dataset and increase the number of convolutional layers
C. Implement dropout in the fully connected layers, apply data augmentation to increase the variability of the training data, and consider early stopping to prevent overfitting
D. Remove padding to simplify the architecture

Answer: C

NEW QUESTION # 35
Which of the following is a key advantage of Convolutional Neural Networks (CNNs) in image classification?
Response:

A. They work best with time-series data
B. They perform well with structured data
C. They reduce the need for feature engineering by learning features automatically from images
D. They are easy to interpret

Answer: C

NEW QUESTION # 36
In the context of machine learning, what is 'overfitting'?
Response:

A. The use of too many features in the model
B. A condition where the model performs well on the training data but poorly on new, unseen data
C. The process of training a model with insufficient data
D. A situation where the model is too simple to capture the complexity of the data

Answer: B

NEW QUESTION # 37
What is the main use of the 'sigmoid' activation function in neural networks?
Response:

A. To speed up the training process
B. To normalize the input data
C. To transform the output into a probability
D. To introduce non-linearity into the model

Answer: D

NEW QUESTION # 38
In deep learning, what is a 'neural network layer'?
Response:

A. A set of algorithms for optimizing the model
B. The final output of the neural network
C. The initial input data for the neural network
D. A collection of neurons that process a set of input data

Answer: D

NEW QUESTION # 39
......

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Questions GMLE Pdf - Test GMLE Dumps Pdf

Pass Guaranteed 2025 Latest GMLE: Questions GIAC Machine Learning Engineer Pdf

GIAC Machine Learning Engineer Sample Questions (Q34-Q39):

GIAC GMLE Practice Test - Latest Preparation Material [2025]

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