Get in Touch
 Duration 21 hours

Course Outline

Domain I: Core Principles of Artificial Intelligence

  • Comprehension of AI Fundamentals and Historical Progression
  • Assessment of AI Applications and Standard Patterns
  • Application of Machine Learning Core Concepts

Domain II: CPMAI Methodology

  • Distinction Between AI Project Management Strategies
  • Execution of the Business Understanding Phase
  • Oversight of the Data Understanding Phase
  • Coordination of Data Preparation Procedures
  • Determination of Model Development Strategies
  • Performance of Model Evaluation and Maintenance Tasks

Domain III: Machine Learning

  • Application of Classification and Clustering Algorithms
  • Deployment of Neural Networks and Deep Learning Techniques
  • Utilization of Generative AI and Large Language Models (LLMs)
  • Selection of Machine Learning Tools and Platforms for government

Domain IV: Data for AI

  • Management of Data Fundamentals and Big Data Concepts
  • Implementation of Data Governance and Administration Practices
  • Construction of Data Pipelines for AI
  • Execution of Data Preparation and Transformation Processes

Domain V: AI Governance and Operations

  • Evaluation of Model Performance and Precision Metrics
  • Deployment of Models for Production Environments

Domain VI: Trustworthy AI

  • Establishment of Ethical, Responsible, and Trustworthy AI Standards
  • Implementation of AI Privacy and Security Protocols
  • Assurance of AI Transparency and Explainability
  • Navigation of AI Regulatory Frameworks and Compliance Requirements

Summary and Future Action Plan

Requirements

  • 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 for government service.

Audience

  • Project, program, and product managers
  • Data professionals
  • Technologists, Consultants, and IT professionals
  • Directors and Senior Managers leading AI initiatives

Number of participants


Price per participant

Testimonials (1)

Upcoming Courses

Related Categories