Online Access Free CT-AI Practice Test

Which of the following is a dataset issue that can be resolved using pre-processing?

• A.Insufficient data
• B.Invalid data
• C.Numbers stored as strings
• D.Wanted outliers

Which of the following approaches would help overcome testing challenges associated with probabilistic and non-deterministic AI-based systems?

• A.Run the test several times to generate a statistically valid test result to ensure that an appropriate number of answers are accurate
• B.Decompose the system test into multiple data ingestion tests to determine if the AI system is getting a sufficient volume of input data
• C.Decompose the system test into multiple data ingestion tests to determine if the AI system is getting precise and accurate input data
• D.Run the test several times to ensure that the AI always returns the same correct test result

Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION

• A.Internal
• B.Outsourced
• C.Pre-labeled dataset
• D.Al-Assisted

A team of software testers is attempting to create an AI algorithm to assist in software testing. This particular team has gone through over 40 iterations of testing and cannot afford to spend as much time as it takes to run the full regression test suite. They are hoping to have the algorithm reduce the amount of testing required, thus reducing the time needed for each testing cycle.
How can an AI-based tool be expected to assist in this reduction?

• A.By performing Bayesian analysis to estimate the types of human interactions that are expected to be seen in the system and then selecting those test cases
• B.By performing optimization of the data from past iterations to see where the most common defects occurred and select the corresponding test cases
• C.By using a clustering method to quantify the relationships between test cases and then assigning each test case to a category
• D.By using A/B testing to compare the last update with the newest change and compare metrics between the two

When verifying that an autonomous AI-based system is acting appropriately, which of the following are MOST important to include?

• A.Test cases to verify that the system automatically suppresses invalid output data
• B.Test cases to verify that the system automatically confirms the correct classification of training data
• C.Test cases to detect the system appropriately automating its data input
• D.Test cases to detect the system prompting for unnecessary human intervention