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HPE AI and Machine Learning Sample Questions (Q32-Q37):

NEW QUESTION # 32
Which algorithm is commonly used for classification problems?
Response:

A. Principal Component Analysis
B. Linear Regression
C. Support Vector Machines
D. Apriori Algorithm

Answer: C

NEW QUESTION # 33
How does the security of HPE Machine Learning solutions generally compare to open-source versions?
Response:

A. HPE solutions are less secure
B. Open-source versions are more secure
C. HPE provides enterprise-grade security
D. Security levels are the same

Answer: C

NEW QUESTION # 34
What is ''overfitting'' in the context of ML?
Response:

A. Underutilizing the model,s capacity
B. Generalizing well to new data
C. Model performing poorly on training data
D. Model too closely fitting the training data, failing on new data

Answer: D

NEW QUESTION # 35
What is the role of a hidden layer in an artificial neural network (ANN)?
Response:

A. It ingresses parameters from a record and passively reformats those parameters without any changes over the training process.
B. It receives and weighs inputs from the preceding layer and produces outputs for the next layer.
C. It does not play a role during the forward pass of data through the ANN, but it helps to optimize during the backward pass.
D. It assigns the label to a record, or in other words, produces the final result for the ANN.

Answer: B

NEW QUESTION # 36
What is a ''neural network'' in ML?
Response:

A. An algorithm inspired by the human brain
B. A type of programming language
C. A database system
D. A hardware component for data processing

Answer: A

NEW QUESTION # 37
......

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