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GMLE Valid Dumps Free | GMLE Latest Dumps Free

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GIAC Machine Learning Engineer Sample Questions (Q139-Q144):

NEW QUESTION # 139
In machine learning, what does 'pruning' a decision tree involve?
Response:

A. Removing branches to reduce complexity and overfitting
B. Splitting the tree into multiple smaller trees
C. Increasing the depth of the tree
D. Adding more branches to the tree

Answer: A

NEW QUESTION # 140
Which of the following are common applications of Convolutional Neural Networks?
(Choose two)
Response:

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

Answer: B,C

NEW QUESTION # 141
Which metric is commonly used to evaluate the performance of a classification model?
Response:

A. Root Mean Squared Error (RMSE)
B. Mean Absolute Error (MAE)
C. R-squared
D. Accuracy

Answer: D

NEW QUESTION # 142
In the context of deep learning, what is a 'convolutional layer' primarily used for?
Response:

A. To classify input data into different categories
B. To extract features from input data like images
C. To accelerate the training process of the network
D. To reduce the size of the neural network

Answer: B

NEW QUESTION # 143
What does Bayes' Theorem provide in the context of machine learning?
Response:

A. A technique for visualizing data distributions
B. A mechanism for speeding up computations
C. A method for calculating the likelihood of different hypotheses
D. A strategy for optimizing neural networks

Answer: C

NEW QUESTION # 144
......

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