Course Outline

Domain I: AI Fundamentals for Government

  • Understanding the Core Principles and Evolution of Artificial Intelligence (AI)
  • Assessing Various AI Applications and Patterns in Public Sector Contexts
  • Applying Fundamental Concepts of Machine Learning to Government Projects

Domain II: CPMAI Methodology for Government

  • Differentiating Between AI Project Management Approaches Suitable for Government
  • Executing the Business Understanding Phase in Government Settings
  • Managing the Data Understanding Phase to Align with Government Requirements
  • Coordinating Data Preparation Activities to Ensure Compliance with Public Sector Standards
  • Determining Appropriate Methods for Model Development in Government Projects
  • Conducting Model Evaluation and Maintenance to Support Ongoing Government Operations

Domain III: Machine Learning for Government

  • Applying Classification and Clustering Algorithms in Government Applications
  • Implementing Neural Networks and Deep Learning Techniques for Government Use Cases
  • Leveraging Generative AI and Large Language Models (LLMs) to Enhance Government Services
  • Selecting Machine Learning Tools and Platforms Tailored for Government Needs

Domain IV: Data for AI in Government

  • Managing Fundamental Data Principles and Big Data Concepts for Government Projects
  • Implementing Robust Data Governance and Management Practices for Government Agencies
  • Engineering Data Pipelines to Support AI Initiatives in the Public Sector
  • Executing Data Preparation and Transformation Processes for Government Use

Domain V: Managing AI in Government

  • Evaluating Model Performance and Accuracy to Ensure Effective Government Operations
  • Deploying Models in Production Environments to Support Government Services

Domain VI: Trustworthy AI for Government

  • Establishing Ethical, Responsible, and Trustworthy AI Foundations for Government Programs
  • Implementing Privacy and Security Measures in AI Systems for Government Use
  • Ensuring Transparency and Explainability in Government AI Applications
  • Navigating AI Regulations and Frameworks Relevant to the Public Sector

Summary and Next Steps for Government

Requirements

  • CPMAI v7 does not require any prior work experience, technical knowledge, or artificial intelligence (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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