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Which ONE of the following options contains the three MOST required aspects to be satisfied for the above scenario of certification of Al enabled medical devices?
Max. Score: 2 Al-enabled medical devices are used nowadays for automating certain parts of the medical diagnostic processes. Since these are life-critical process the relevant authorities are considenng bringing about suitable certifications for these Al enabled medical devices. This certification may involve several facets of Al testing (I - V)....
Which ONE of the following describes a situation of back-to-back testing the LEAST? SELECT ONE OPTION
Which ONE of the following describes a situation of back-to-back testing the LEAST? SELECT ONE OPTION A. Comparison of the results of a current neural network model ML model implemented in platform A (for example Pytorch) with a similar neural network model ML model implemented in platform B (for example...
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee.
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee. Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction...
Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements? SELECT ONE OPTION
Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements? SELECT ONE OPTIONA . Natural language processing on textual requirementsB . Analyzing source code for generating test casesC . Machine learning on logs of executionD ....
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments? SELECT ONE OPTION
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments? SELECT ONE OPTION A. Challenges resulting from low accuracy of the models. B. The challenge of mimicking undefined scenarios generated due to self-learning C. The challenge of...
Which ONE of the following options BEST DESCRIBES clustering? SELECT ONE OPTION
Which ONE of the following options BEST DESCRIBES clustering? SELECT ONE OPTION A. Clustering is classification of a continuous quantity. B. Clustering is supervised learning. C. Clustering is done without prior knowledge of output classes. D. Clustering requires you to know the classes.View AnswerAnswer: C Explanation: Clustering is a type...
Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems? SELECT ONE OPTION
Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems? SELECT ONE OPTIONA . Compliance needs require proper care to be taken of input personal data.B . Nature of data constantly changes with lime.C . Data for the use case is being...
Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values? SELECT ONE OPTION
Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values? SELECT ONE OPTIONA . Value coverageB . Threshold coverageC . Sign change coverageD . Neuron coverageView AnswerAnswer: C Explanation: Coverage for Neuron Activation...
Which ONE of the following approaches to labelling requires the least time and effort? SELECT ONE OPTION
Which ONE of the following approaches to labelling requires the least time and effort? SELECT ONE OPTIONA . OutsourcedB . Pre-labeled datasetC . InternalD . Al-AssistedView AnswerAnswer: B Explanation: Labelling Approaches: Among the options provided, pre-labeled datasets require the least time and effort because the data has already been labeled,...
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments? SELECT ONE OPTION
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments? SELECT ONE OPTION A. Challenges resulting from low accuracy of the models. B. The challenge of mimicking undefined scenarios generated due to self-learning C. The challenge of...
