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Course Outline
Domain I: AI Fundamentals
- Comprehending the core principles and historical development of artificial intelligence
- Assessing AI applications and operational patterns
- Utilizing foundational concepts of machine learning
Domain II: CPMAI Methodology
- Distinguishing between various AI project management frameworks
- Executing the business understanding phase
- Managing the data understanding phase
- Coordinating data preparation activities
- Determining strategies for model development
- Conducting model evaluation and maintenance processes
Domain III: Machine Learning
- Applying classification and clustering algorithms
- Implementing neural networks and deep learning techniques
- Leveraging generative AI and large language models (LLMs) for government
- Selecting appropriate machine learning tools and platforms
Domain IV: Data for AI
- Managing data fundamentals and big data concepts
- Implementing data governance and management protocols
- Engineering data pipelines tailored for government AI initiatives
- Executing data preparation and transformation tasks
Domain V: Managing AI
- Evaluating model performance and accuracy metrics
- Deploying models into production environments for government use
Domain VI: Trustworthy AI
- Establishing ethical, responsible, and trustworthy AI foundations
- Implementing AI privacy and security measures
- Ensuring AI transparency and explainability for public accountability
- Navigating AI regulations and compliance frameworks
Summary and Next Steps
Requirements
- Enrollment in the CPMAI v7 curriculum and examination process has no prerequisite requirements regarding professional tenure, technical expertise, artificial intelligence background, or prior certifications.
Intended Audience
- Project, program, and product managers responsible for federal initiatives
- Data professionals operating within public sector environments
- Technologists, consultants, and IT specialists providing technical support for government operations
- Directors and senior leaders overseeing artificial intelligence strategy for government agencies
21 Hours
Testimonials (1)
Understanding that in project management is more about tailoring and assessing each situation than just deciding what to do next.
