Course curriculum

  • 1
    Module 1: The AI Revolution and Leadership Across Industries
  • 2
    Module 2: Data-Driven Decision Making in Different Industries
  • 3
    Module 3: Building AI Strategies That Fit Your Industry
  • 4
    Module 4: Agentic and Autonomous AI in Real-World Applications
  • 5
    Module 5: Generative AI for Innovation and Communication
  • 6
    Module 6: AI Ethics, Governance, and Regulation by Industry
  • 7
    Module 7: AI in Core Business and Institutional Functions
  • 8
    Module 8: Leading Digital and AI Transformation Across Industries
  • 9
    Module 9: AI Economics, ROI, and Human Behaviour in AI Systems
  • 10
    Module 10: Human Leadership in AI-Driven Workplaces & AI-Ready Workforce
  • 11
    Module 11: GPT-5 Prompt Engineering and Orchestrating Agentic Ecosystems
  • What is Artificial Intelligence? Core Concepts: Machine Learning, Deep Learning, and Automation The Evolution of AI in Business, Government, and Society How AI Is Transforming Healthcare, Finance, Education, and Manufacturing The Leadership Imperative in the Age of AI
  • Data Literacy for Business, Government, and Healthcare Leaders Ensuring Data Quality, Bias Control, and Explainability Dashboards and Analytics for Operations, Public Policy, and Research Creating a Data-Driven Culture in Every Organization Interpreting AI Models for Finance, Education, and Industry Cognitive Models, Reasoning, and Symbolic AI Probabilistic Thinking: Bayesian Inference and Predictive Modelling The Science of Decision-Making: Human vs. Machine Intelligence Game Theory and Strategic Decision Frameworks in AI Systems
  • How AI Theories Inform Enterprise Strategy Building the Business Case for AI Investments AI Adoption Models for Manufacturing, Retail, and Logistics AI in Public Administration and Policy AI Roadmaps for Healthcare and Life Sciences AI-Driven Transformation in Education and Workforce Development Theory of Disruption (Caselet: Polaroid) Case Study: Microsoft’s Enterprise AI Adoption Strategy
  • Agentic AI and Intelligent Systems for Business Operations Digital Twins in Manufacturing, Energy, and Infrastructure Autonomous Systems in Healthcare, Logistics, and Defense AI Governance, Ethics & Risk Management Case Studies: LangChain, CrewAI, AutoGen, and Industrial Deployments
  • Generative AI in Product Design, Marketing, and R&D Using Generative AI in Healthcare, Finance, and Education Executive Communication with AI Tools Generative Design Thinking for Problem Solving Managing Brand and Institutional Identity in the AI Era
  • Healthcare Ethics: Patient Data, Consent, and Safety Finance Ethics: Fairness, Bias, and Compliance Education Ethics: Privacy, Assessment, and Student Equity Public Sector Ethics: Transparency, Surveillance, and Accountability Manufacturing and Tech Ethics: Automation, Jobs, and Environmental Impact
  • AI in Marketing, Sales, and Customer Experience AI in Finance, Banking, and Risk Management AI in Human Resources and Workforce Analytics AI in Operations, Supply Chain, and Manufacturing AI in Product Development, R&D, and Innovation
  • Building Cross-Functional Collaboration: Business + Data + Tech Digital Government and Smart Public Services AI-Enabled Healthcare Transformation AI for Education and Learning Ecosystems AI in Transportation and Mobility: Autonomous Systems and Intelligent Infrastructure AI in Energy and Utilities: Smart Grids, Demand Forecasting, and Sustainability
  • The Economics of AI: Productivity, Value Creation, and Disruption Cost, Compute, and Value in Finance and Manufacturing Measuring ROI in Public Sector and Education Quantifying AI Impact in Healthcare and Research AI and Labour Markets: Automation vs. Augmentation National AI Policies and Global Governance Trends Case Study: How Singapore and the EU Lead in AI Policy Frameworks
  • Behavioural Economics Trust and Human AI Interaction in Decision Systems Emotional Intelligence in the Age of Cognitive The Psychology of Change and Digital Resistance Case Study: Behavioural Design in Google's AI Adoption
  • Redefining Leadership in AI-Augmented Teams Emotional Intelligence in Healthcare, Finance, And Education Building Empathy and Trust In hybrid Enviroments Change Leadership: Overcoming Fear, Resistance, and Cultural Barriers