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PMI CPMAI Exam Syllabus Topics:

PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. An AI recommendation system has been in production for four months. The project manager wants to ensure the solution continues to deliver business value.
What is the most effective mechanism?

A) Establish a continuous feedback loop that captures outcomes and feeds monitoring and retraining decisions
B) Survey users quarterly about their satisfaction with recommendations
C) Compare monthly model accuracy against the original evaluation results
D) Schedule an annual model audit

2. Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected. What could have been done better to get the team to feel comfortable with this technology and use it? (Choose all that apply.)

A) Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
B) Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.
C) Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
D) Have upper management relay to employees this tool is to augment, and not replace their jobs.

3. Use cognitive technologies/AI when you can't code the rules or you can't scale easily with people or automation. As a good rule of thumb when deciding if AI is right for the project you should:

A) See if simple rules work. If yes, then pick the right AI solution to solve the problem.
B) Decide if it's probabilistic or deterministic patterns. If it's probabilistic then go with the AI project.
C) Decide if it's probabilistic or deterministic patterns. If it's deterministic then go with the AI project.
D) Decide if it's a statistics pattern. If it's statistical then go with the AI project.

4. An IT services company is developing an AI-driven customer support chatbot. The project manager assembling the team needs to identify the data subject matter experts (SMEs) who can contribute effectively to the chatbot training and optimization. What expertise should the project manager look for to meet this objective?

A) Experience with generative adversarial networks (GANs) and generating realistic synthetic data
B) Background in recurrent neural networks (RNNs) and effectiveness in sequential data processing
C) Knowledge of long-short-term memory (LSTM) neural networks and success in handling long- term dependencies
D) Proficiency in convolution neural networks (CNNs) and their use in image recognition

5. You have an Anomaly Detection project you're working on and you need a simple approach of clustering data into classified groups. Which algorithm is the best choice given this situation?

A) Hidden Markov Model
B) K-Means Clustering
C) Neural Network
D) Decision Tree

Solutions: