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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
1. You are establishing the data requirements for the project. Which of the following tasks is the least likely to impact data requirements?
A) The quality of the data you collect
B) The volume of the data you collect
C) The makeup of your data team
D) The location/source of your data collection
2. You're working on a project and are working with personally identifiable information (PII). What's the best approach to take when it comes to collecting and using this data?
A) If this data is not needed, use Data anonymization techniques to remove it before feeding to models
B) Implement a new data privacy policy
C) Store the data in a data warehouse
D) Use noise reduction techniques to reduce all forms of data noise
3. Your team has created a model that is going to be used for monitoring systems and it needs to provide analysis on a weekly basis. What's the most appropriate Model Operationalization approach?
A) Batch prediction
B) Real-time prediction
C) Stream learning
D) Web service / Microservice
4. Your team is working on a new facial recognition application. Since this technology has the potential to be mis-used you think it's important to set guidelines for the proper use of this application and you want to make sure the AI system is built for some positive purpose. What area of Trustworthy AI does this best fall under?
A) Explainable AI
B) Responsible AI
C) Governed AI
D) Transparent AI
5. When building your model you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective.
At what phase of CPMAI is this most appropriate to do this?
A) Phase I
B) Phase VI
C) Phase III
D) Phase V
E) Phase IV
F) Phase II
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: D |
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