PMI CPMAI인기자격증인증시험덤프 - CPMAI Dump

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PMI CPMAI Exam Syllabus Topics:

SectionWeightObjectives
Data Preparation for AI- Data cleaning and transformation
  • 1. Data quality assurance
    • 2. Feature engineering and preparation
      AI Operationalization and Governance- Deployment and lifecycle management
      • 1. Continuous improvement and monitoring
        • 2. AI governance and responsible AI
          Data for AI- Data identification and governance
          • 1. Data compliance and ethics
            • 2. Data sourcing and selection
              Identify Business Needs and Solutions26%- Problem framing and business alignment
              • 1. Define AI business objectives
                • 2. Feasibility and ROI analysis
                  AI System Testing and Evaluation- Model evaluation and monitoring
                  • 1. Performance evaluation and drift detection
                    • 2. Explainability and reliability assessment
                      AI Model Development and Iteration- Model building and validation
                      • 1. Machine learning / generative AI model development
                        • 2. Iterative delivery approach

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                          PMI CPMAI Dump - CPMAI퍼펙트 덤프공부문제

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                          최신 CPMAI CPMAI 무료샘플문제 (Q151-Q156):

                          질문 # 151
                          A government health agency is considering the implementation of AI to predict disease outbreaks. The project manager needs to determine whether AI is the right solution to address their needs. The solution must analyze large datasets from various regions and provide accurate predictions without overwhelming the system. In addition, the agency has non-Al alternatives such as traditional statistical models. What is a necessary initial task the project manager should perform?

                          정답：B

                          설명：
                          Identifying which parts of the problem require cognitive solutions is the necessary initial task because the project manager must first determine whether AI is actually needed or whether traditional statistical or non-AI methods can meet the agency's outbreak prediction needs.


                          질문 # 152
                          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?

                          정답：D

                          설명：
                          A feedback loop captures actual outcomes from production use and returns them to the monitoring and retraining process. This closes the CPMAI lifecycle, allowing the solution to be measured against business results and improved through subsequent iterations.


                          질문 # 153
                          You're creating an AI enabled chatbot that is going to access user data. What areas related to data governance do you need to make sure you're addressing? (Choose all that apply.)

                          정답：A,B,E,F,G

                          설명：
                          Data governance for an AI chatbot must address data sharing challenges, privacy risks, security risks, data quality issues, and associated business risks to ensure responsible and compliant data use.


                          질문 # 154
                          A consulting firm is determining the feasibility of an AI project. They need to justify the use of AI over noncognitive solutions. The project manager has listed potential noncognitive alternatives.
                          What is an effective method to support an AI approach?

                          정답：D


                          질문 # 155
                          In a logistics project, a company is integrating an AI-driven supply chain optimization tool. The project manager needs to address the risk of external dependencies affecting project success.
                          Which method is a next step for the project manager?

                          정답：C

                          설명：
                          Establishing contingency plans for critical external dependencies helps the project manager prepare fallback actions if vendors, data providers, platforms, integrations, or infrastructure services create delays or disruptions. This directly reduces the impact of external dependency risks on the AI supply chain optimization project.


                          질문 # 156
                          ......

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