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GIAC Machine Learning Engineer Sample Questions (Q44-Q49):

NEW QUESTION # 44
Which statistics are commonly used to summarize a dataset?
(Choose two)
Response:

A. Confusion matrix
B. P-value
C. Median
D. Mean

Answer: C,D

NEW QUESTION # 45
Which activation function is typically used in the output layer of a neural network for binary classification?
Response:

A. ReLU
B. Softmax
C. Sigmoid
D. Tanh

Answer: C

NEW QUESTION # 46
In machine learning, what is the primary goal of optimization algorithms?
Response:

A. To reduce the computational complexity
B. To increase data storage efficiency
C. To improve the accuracy of predictions
D. To enhance data visualization techniques

Answer: C

NEW QUESTION # 47
You are tasked with collecting data from an external API for use in a machine learning model. After making several requests, you notice that the data contains missing values and inconsistencies across different records. What steps should you take to clean and prepare this data for further analysis and modeling?
Response:

A. Focus on fixing inconsistencies only in the training data, ignoring the test data
B. Identify and remove records with missing values, apply data normalization techniques, and ensure data consistency before model training
C. Ignore the inconsistencies and proceed directly to model training
D. Collect additional data from a different source without fixing the original dataset

Answer: B

NEW QUESTION # 48
What is not a typical use case for CNNs in image processing?
Response:

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

Answer: B

NEW QUESTION # 49
......

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