Course Outline

Domain I: AI Fundamentals for Government

  • Understanding the Fundamentals and Evolution of Artificial Intelligence
  • Evaluating Applications and Patterns in AI for Government Use
  • Applying Machine Learning Principles for Government Operations

Domain II: CPMAI Methodology for Government

  • Differentiating Approaches to AI Project Management for Government Projects
  • Executing the Business Understanding Phase in Government Initiatives
  • Managing the Data Understanding Phase for Government Data Sets
  • Coordinating Data Preparation Activities for Government Use Cases
  • Determining Approaches for Model Development in Government Projects
  • Conducting Model Evaluation and Maintenance for Government Applications

Domain III: Machine Learning for Government

  • Applying Classification and Clustering Algorithms for Government Data Analysis
  • Implementing Neural Networks and Deep Learning Techniques in Government Projects
  • Leveraging Generative AI and Large Language Models (LLMs) for Government Operations
  • Selecting Machine Learning Tools and Platforms Suitable for Government Use

Domain IV: Data for AI in Government

  • Managing Fundamentals of Data and Big Data Concepts for Government Applications
  • Implementing Data Governance and Management Practices for Government Data
  • Engineering Data Pipelines to Support AI Initiatives in Government
  • Executing Data Preparation and Transformation for Government Use Cases

Domain V: Managing AI for Government

  • Evaluating Model Performance and Accuracy in Government Contexts
  • Deploying Models for Production Environments in Government Systems

Domain VI: Trustworthy AI for Government

  • Establishing Ethical, Responsible, and Trustworthy Foundations for AI in Government
  • Implementing Privacy and Security Measures for AI in Government Operations
  • Ensuring Transparency and Explainability of AI Systems for Government Use
  • Navigating Regulatory and Framework Requirements for AI in Government

Summary and Next Steps

Requirements

  • The CPMAI v7 does not require any prior work experience, technical knowledge, or AI experience, certifications, or prerequisites to enroll in the course and take the exam.

Audience for Government

  • Project, program, and product managers
  • Data professionals
  • Technologists, consultants, and IT professionals
  • Directors and senior managers leading AI initiatives
 21 Hours

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