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GIAC Machine Learning Engineer Sample Questions (Q143-Q148):

NEW QUESTION # 143
What is the main goal of cluster analysis in unsupervised learning?
Response:

A. Group similar data points together
B. Predict the outcome of a dependent variable
C. Reduce the dimensionality of data
D. Find the mean of a dataset

Answer: A

NEW QUESTION # 144
Which loss function is typically used for regression problems?
Response:

A. Kullback-Leibler divergence
B. Mean Squared Error (MSE)
C. Hinge loss
D. Cross-entropy loss

Answer: B

NEW QUESTION # 145
You are building a deep neural network model for image classification, but after training for several epochs, you notice the model is overfitting, with significantly better performance on the training data than the validation data.
What strategies should you apply to reduce overfitting and improve the model's generalization?
Response:

A. Disable regularization techniques and focus on increasing the dataset size
B. Reduce the batch size and learning rate
C. Apply dropout, reduce the number of neurons in each layer, and consider early stopping to prevent overfitting
D. Increase the number of hidden layers and train the model for more epochs

Answer: C

NEW QUESTION # 146
In deep learning, what is a 'neural network layer'?
Response:

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

Answer: B

NEW QUESTION # 147
What is not a typical use case for CNNs in image processing?
Response:

A. Object detection
B. Natural language processing
C. Facial recognition
D. Image classification

Answer: B

NEW QUESTION # 148
......

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Free PDF Quiz GIAC - Pass-Sure GMLE Valid Exam Fee

Certification GMLE Sample Questions - GMLE New Question

GIAC Machine Learning Engineer Sample Questions (Q143-Q148):

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