Free ISQI CT-AI_v1.0_World Exam Dumps Questions & Answers

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

"BioSearch" is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.
A testing expert was called in to find the deficiencies in the test planning which led to the above scenario.
Which ONE of the following options would you expect to MOST likely be the reason to be discovered by the test expert?
SELECT ONE OPTION

• A.  A lack of similarity between the training and testing data.
• B.  A lack of focus on non-functional requirements testing.
• C.  The input data has not been tested for quality prior to use for testing.
• D.  A lack of focus on choosing the right functional-performance metrics.

Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION

• A.  Compliance needs require proper care to be taken of input personal data.
• B.  Nature of data constantly changes with lime.
• C.  Test data being sourced from public sources.
• D.  Data for the use case is being generated at a fast pace.

Which ONE of the following options represents a technology MOST TYPICALLY used to implement Al?
SELECT ONE OPTION

• A.  Search engines
• B.  Case control structures
• C.  Genetic algorithms
• D.  Procedural programming

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