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GIAC Machine Learning Engineer Sample Questions (Q35-Q40):

NEW QUESTION # 35
In a fully connected neural network, what is the primary role of the activation function?
Response:

A. To compute the error
B. To optimize the learning rate
C. To introduce non-linearity into the model
D. To reduce overfitting

Answer: C

NEW QUESTION # 36
What is the Fourier Series used for in data science?
Response:

A. To break down periodic functions into sums of sine and cosine terms
B. To generate random numbers for a model
C. To calculate the mean of the dataset
D. To determine the probability of an event

Answer: A

NEW QUESTION # 37
What is the purpose of a validation set in machine learning?
Response:

A. To fine-tune the model's hyperparameters
B. To prevent overfitting
C. To test the model on unseen data
D. To train the model

Answer: A

NEW QUESTION # 38
Which techniques can be used to improve the performance of a linear regression model?
(Choose two)
Response:

A. Including interaction terms between variables
B. Adding regularization, such as L1 (Lasso) or L2 (Ridge)
C. Increasing the number of decision trees
D. Reducing the dataset size

Answer: A,B

NEW QUESTION # 39
Which Python libraries are commonly used for visualizing data in machine learning?
(Choose two)
Response:

A. Matplotlib
B. TensorFlow
C. Seaborn
D. Pandas

Answer: A,C

NEW QUESTION # 40
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