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Which ONE of the following options is most likely the reason for this problem?
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 OPTIONA . Security issuesB . Accuracy issuesC . Privacy issuesD . Bias issuesView AnswerAnswer: B Explanation:...
Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions? SELECT ONE OPTION
Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions? SELECT ONE OPTIONA . A system that utilizes human beings for all important decisions.B . A fully automated manufacturing plant that uses no software.C . A system that utilizes a tool like...
Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model? SELECT ONE OPTION
Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model? SELECT ONE OPTION A. Training data - validation data - test data B. Training data - validation data C. Training data • test data D. Validation data - test dataView...
In the scenario above, which type of Machine Learning (ML) is this an example of?
A software component uses machine learning to recognize the digits from a scan of handwritten numbers. In the scenario above, which type of Machine Learning (ML) is this an example of? SELECT ONE OPTIONA . Reinforcement learningB . RegressionC . ClassificationD . ClusteringView AnswerAnswer: C Explanation: Recognizing digits from a...
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...
