Artificial Intelligence (AI) Strategy for Business and Professionals Training Course

Introduction to Artificial Intelligence (AI), Machine Learning (ML), and Data Science for Government

• Historical Context of AI and Combinatorial Technologies
• Overview of AI, Key Concepts, Narrow and General AI, and Different Types of AI
• AI Capabilities: Sensing, Reasoning, and Acting
• Cognitive Processes in AI: Machine Learning
• Advanced Analytics Versus Artificial Intelligence
• Historical Evolution of AI and Future Prospects
• Four Types of Data Analytics for Government Operations
• The Analytics Value Chain in Public Sector Applications
• Understanding Algorithms Without Technical Jargon
• Supervised Learning: Foundations and Applications
• Unsupervised Learning: Patterns and Clustering
• Reinforcement Learning: Decision-Making Processes
• Data as a Critical Resource for AI in Government
• Structured and Unstructured Data: The 5 V's of Data for Government
• Data Governance Principles for Public Sector
• Building a Robust Data Engineering Platform for Government
• Fundamentals of Data Architecture for Government
• Big Data Reference Architecture in the Public Sector
• Three Categories of Data Usage for Government Operations

AI Opportunity Matrix for Government

Successful Use Cases by Porter's Value Chain

• Primary Activities in Government Services
• Supporting Activities in Government Operations

Successful Use Cases by Technology for Government

• Natural Language Processing (NLP)
• Image Recognition
• Machine Learning Applications in the Public Sector

Ideation of AI Projects for Government

• The AI Funnel Process for Project Development
• Various Idea Generation Approaches for Government
• Prioritizing AI Projects in the Public Sector
• The AI Project Canvas for Government Initiatives

Running AI Projects for Government

• The Machine Learning Life Cycle in Government Applications
• The AI and Machine Learning Canvas for Public Sector Projects
• Deciding When to Develop or Procure AI Solutions for Government

Transforming into an AI-Ready Organization for Government

• Utilizing the AI Strategy Cycle for Public Sector Transformation
• Dimensions of the AI Framework in Government
• Practical Approach to Assess AI Maturity in Government Organizations
• Optimal Organizational Structures for AI Implementation in the Public Sector
• Benefits of Establishing an AI Center of Excellence in Government
• Essential Skills and Competencies for AI Professionals in Government

AI and Ethics for Government

• Identifying Risks Associated with AI in the Public Sector
• Ethical Guidelines for AI Use in Government
• Ensuring Trustworthy AI in Government Operations