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GIAC GMLE Training Pdf & Online GMLE Test

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GIAC Machine Learning Engineer Sample Questions (Q152-Q157):

NEW QUESTION # 152
In the context of neural networks, what does 'backpropagation' refer to?
Response:

A. The method of calculating the gradient of the loss function and updating the weights
B. The technique of training the network layer by layer
C. The process of feeding data into the network
D. The strategy for initializing the network's weights

Answer: A

NEW QUESTION # 153
In machine learning, what is 'model validation'?
Response:

A. The method of improving the model's performance
B. The technique of testing the model on unseen data
C. The practice of combining multiple models
D. The process of training the model

Answer: B

NEW QUESTION # 154
Which of the following are common applications of Bayes' Theorem in machine learning?
(Choose two)
Response:

A. Creating Naive Bayes classifiers
B. Building decision trees
C. Developing recommendation systems
D. Calculating the posterior probability in classification tasks

Answer: A,D

NEW QUESTION # 155
Which techniques are commonly used to optimize neural networks during training?
(Choose two)
Response:

A. Adam optimizer
B. Data augmentation
C. Stochastic Gradient Descent
D. Softmax activation function

Answer: A,C

NEW QUESTION # 156
What is pandas.DataFrame.groupby() typically used for in data analysis with Python?
Response:

A. Splitting the data into groups based on some criteria
B. Performing element-wise operations on data frames
C. Sorting data in ascending or descending order
D. Concatenating multiple data frames

Answer: A

NEW QUESTION # 157
......

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