The adoption of artificial intelligence (AI) has helped improve organisations decision-making capabilities. Trend analysis for stock markets and probabilistic outcomes can be achieved based on information feed in. In addition, it has become an enabler for business process modelling. For example, in a claim process from Employee->Supervisor->Adminstrator, the process can be tracked and traced. The employee fills out a claim form, and the supervisor validates the form, which is then sent to an administrator. In the light of this: 1.1 With examples in each case, reflect on the potential of intelligent systems for commercial applications. (12 marks) 1.2 Depict a business process model and notation diagram (BPMN) for the case provided. (8 marks) 1.3 Some situations, scenarios and variables make deep learning preferable to machine learning and vice versa. With relevant examples, when will you use deep learning over machine learning? (5 marks) 1.4 What challenges do the introduction of robots and use of AI pose to your future career? (10 marks)
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The adoption of artificial intelligence (AI) has helped improve organisations decision-making capabilities. Trend analysis for stock markets and probabilistic outcomes can be achieved based on information feed in. In addition, it has become an enabler for business process modelling. For example, in a claim process from Employee->Supervisor->Adminstrator, the process can be tracked and traced. The employee fills out a claim form, and the supervisor validates the form, which is then sent to an administrator. In the light of this:
1.1 With examples in each case, reflect on the potential of intelligent systems for commercial applications. (12 marks)
1.2 Depict a business process model and notation diagram (BPMN) for the case provided. (8 marks)
1.3 Some situations, scenarios and variables make deep learning preferable to machine learning and vice versa. With relevant examples, when will you use deep learning over machine learning? (5 marks)
1.4 What challenges do the introduction of robots and use of AI pose to your future career? (10 marks)