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GIAC Machine Learning Engineer Sample Questions (Q53-Q58):

NEW QUESTION # 53
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 accelerate the training process of the network
C. To reduce the size of the neural network
D. To extract features from input data like images

Answer: D

NEW QUESTION # 54
What is the main advantage of using a 'Random Forest' over a 'Decision Tree'?
Response:

A. Higher flexibility in model tuning
B. Reduced risk of overfitting
C. Simpler interpretation and understanding
D. Faster computation

Answer: B

NEW QUESTION # 55
Which of the following is a supervised learning algorithm commonly used for classification tasks?
Response:

A. Support Vector Machines (SVM )
B. Principal Component Analysis (PCA)
C. Agglomerative clustering
D. k-means

Answer: A

NEW QUESTION # 56
Scatter plots in data visualization are most useful for:
Response:

A. Displaying time-series data
B. Visualizing geographical data
C. Showing the relationship between two variables
D. Representing hierarchical data

Answer: C

NEW QUESTION # 57
Which of the following best describes Bayes' Theorem?
Response:

A. A formula used to predict future events based on historical data
B. A method for calculating the mean of a dataset
C. A method to calculate the probability of an event based on prior knowledge of related conditions
D. A statistical technique to visualize data

Answer: C

NEW QUESTION # 58
......

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