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最新的 GIAC Cyber Defense GMLE 免費考試真題:

1. What does the term 'epoch' refer to in the context of training a deep learning model?
Response:

A) The process of tuning hyperparameters
B) The final phase of model training
C) The initial phase of model training
D) A single iteration over the entire dataset

2. What is the role of padding in a convolutional layer?
Response:

A) To normalize the inputs
B) To increase the number of parameters in the model
C) To prevent overfitting
D) To preserve the spatial dimensions of the input data

3. What does 'one-hot encoding' do in the preprocessing of categorical data?
Response:

A) It scales all features to a uniform range
B) It converts categorical variables into binary vectors
C) It identifies and removes outliers
D) It reduces the dimensionality of the data

4. Which techniques can help prevent overfitting in Convolutional Neural Networks?
(Choose two)
Response:

A) Increasing the number of convolutional layers
B) Dropout
C) Max pooling
D) Early stopping

5. In machine learning, what is 'feature engineering'?
Response:

A) The process of choosing the right machine learning model
B) The creation and optimization of new features from existing data
C) The visualization of data features
D) The selection of the best features for model training

問題與答案：