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

NEW QUESTION # 80
Which statistic is used to measure the relationship between two variables?
Response:

A. Standard deviation
B. Correlation coefficient
C. Mean
D. Median

Answer: B

NEW QUESTION # 81
Which of the following are key characteristics of genetic algorithms used in neural network optimization?
(Choose two)
Response:

A. Fitness evaluation based on a predefined objective
B. Random initialization of weights
C. Manual selection of hyperparameters
D. Evolution through mutation and crossover

Answer: A,D

NEW QUESTION # 82
What is the main use of the NumPy library in Python for machine learning?
Response:

A. Handling large arrays and matrices
B. Web scraping
C. Text processing
D. Data visualization

Answer: A

NEW QUESTION # 83
What is the purpose of 'regularization' in machine learning models?
Response:

A. To add constraints to the model to reduce overfitting
B. To speed up the training process
C. To increase the number of features in the model
D. To enhance the visualization of the model's performance

Answer: A

NEW QUESTION # 84
What does 'data imputation' refer to in data preprocessing?
Response:

A. Removing irrelevant features from the dataset
B. Filling in missing or null values in the data
C. Transforming categorical data into numerical data
D. Scaling data to a standard range

Answer: B

NEW QUESTION # 85
......

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Maria Young Maria Young

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