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GIAC Machine Learning Engineer Sample Questions:

1. Which method is NOT typically used for data acquisition in machine learning?
Response:

A) Web scraping
B) SQL queries
C) Neural network predictions
D) Manual data entry

2. Which of the following are common supervised learning algorithms?
(Choose two)
Response:

A) k-means
B) Linear Regression
C) DBSCAN
D) Random Forest

3. Which of the following describes a decision tree in supervised learning?
Response:

A) A tree-like structure used for clustering data points
B) An algorithm that groups data points into clusters without labels
C) A neural network with multiple hidden layers
D) A model that makes decisions by splitting data into branches based on feature values

4. Which of the following best describes standard deviation?
Response:

A) It is the difference between the largest and smallest values
B) It is the average of all the values in the dataset
C) It measures the spread of data points from the mean
D) It represents the most frequent value in a dataset

5. Which of the following are common activation functions used in neural networks?
(Choose two)
Response:

A) Batch normalization
B) ReLU (Rectified Linear Unit)
C) Sigmoid function
D) Weight initialization

Solutions: