最新のCT-AI_v1.0_World問題集で試験を準備する

The activation value output for a neuron in a neural network is obtained by applying computation to the neuron.
Which ONE of the following options BEST describes the inputs used to compute the activation value?
SELECT ONE OPTION

• A. Activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
• B. Individual bias at the neuron level, and weights assigned to the connections between theneurons.
• C. Individual bias at the neuron level, activation values of neurons in the previous layer, and weights assigned to the connections between the neurons.
• D. Individual bias at the neuron level, and activation values of neurons in the previous layer.

Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
Which ONE of the following factors is NOT a factor affecting the ML functional performance?
SELECT ONE OPTION

• A. The data pipeline
• B. The number of classes
• C. The quality of the labeling
• D. Biased data

Which ONE of the following is the BEST option to optimize the regression test selection and prevent the regression suite from growing large?
SELECT ONE OPTION

• A. Using an Al-based tool to optimize the regression test suite by analyzing past test results
• B. Automating test scripts using Al-based test automation tools.
• C. Using of a random subset of tests.
• D. Identifying suitable tests by looking at the complexity of the test cases.

Data used for an object detection ML system was found to have been labelled incorrectly in many cases.
Which ONE of the following options is most likely the reason for this problem?
SELECT ONE OPTION

• A. Bias issues
• B. Privacy issues
• C. Accuracy issues
• D. Security issues