CT-AI_v1.0_World 試験問題を無料オンラインアクセス

Pairwise testing can be used in the context of self-driving cars for controlling an explosion in the number of combinations of parameters.
Which ONE of the following options is LEAST likely to be a reason for this incredible growth of parameters?
SELECT ONE OPTION

• A.Different weather conditions
• B.Different features like ADAS, Lane Change Assistance etc.
• C.Different Road Types
• D.ML model metrics to evaluate the functional performance

Which ONE of the following statements correctly describes the importance of flexibility for Al systems?
SELECT ONE OPTION

• A.Flexible Al systems allow for easier modification of the system as a whole.
• B.Al systems are inherently flexible.
• C.Self-learning systems are expected to deal with new situations without explicitly having to program for it.
• D.Al systems require changing of operational environments; therefore, flexibility is required.

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

Which ONE of the following models BEST describes a way to model defect prediction by looking at the history of bugs in modules by using code quality metrics of modules of historical versions as input?
SELECT ONE OPTION

• A.Search of similar code based on natural language processing.
• B.Clustering of similar code modules to predict based on similarity.
• C.Using a classification model to predict the presence of a defect by using code quality metrics as the input data.
• D.Identifying the relationship between developers and the modules developed by them.

A system was developed for screening the X-rays of patients for potential malignancy detection (skin cancer).
A workflow system has been developed to screen multiple cancers by using several individually trained ML models chained together in the workflow.
Testing the pipeline could involve multiple kind of tests (I - III):
I.Pairwise testing of combinations
II.Testing each individual model for accuracy
III.A/B testing of different sequences of models
Which ONE of the following options contains the kinds of tests that would be MOST APPROPRIATE to include in the strategy for optimal detection?
SELECT ONE OPTION

• A.Only II
• B.I and III
• C.I and II
• D.Only III