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Free GIAC GMLE Dumps | GMLE Updated CBT

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GIAC Machine Learning Engineer Sample Questions (Q80-Q85):

NEW QUESTION # 80
What role does 'dropout' play in training deep neural networks?
Response:

A. It introduces non-linearity into the model
B. It increases the accuracy of the model on the training data
C. It helps prevent overfitting by randomly dropping units during training
D. It accelerates the training process

Answer: C

NEW QUESTION # 81
Which of the following are common applications of Convolutional Neural Networks?
(Choose two)
Response:

A. Natural language processing
B. Time-series forecasting
C. Image classification
D. Object detection

Answer: C,D

NEW QUESTION # 82
Which functions are typically used for data manipulation in the Pandas library?
(Choose two)
Response:

A. tf.keras.models()
B. plt.show()
C. pd.merge()
D. pd.DataFrame()

Answer: C,D

NEW QUESTION # 83
How are genetic algorithms applied to optimize neural networks?
Response:

A. By searching for the best combination of hyperparameters
B. By speeding up backpropagation
C. By reducing the learning rate
D. By adding additional layers to the network

Answer: A

NEW QUESTION # 84
What is a primary goal of data visualization in machine learning?
Response:

A. To replace the need for statistical analysis
B. To reduce the dimensionality of data
C. To optimize the model's performance
D. To identify patterns and insights in data

Answer: D

NEW QUESTION # 85
......

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