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PGCert in AI in Teaching and Learning
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Learning Outcomes
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PGCert-AI In Teaching Introduction
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Module 1: Foundations of AI in Education
1.1. Understanding AI in Education -
1.2 Current Applications and Challenges
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1.3. Video: The Evolution of AI in Education
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Template: AI Literacy Checklist for Educators
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1.5. Generative AI Tools for Educators
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1.6 Prompt Engineering and Use Cases
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1.7. Video: How ChatGPT, Gemini, and Copilot Work
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1.8. Building AI Literacy in the Classroom
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Template: Prompt Strategy Canvas
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1.9. AI Ethics in Educational Environments
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1.10. Video: Defining AI Literacy for Staff & Students
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1.11. Designing AI Literacy Workshops
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Template: AI Literacy Curriculum Map
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1.12. Ethics, Bias and Responsible AI Use
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1.13. Bias in Data and Models
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1.14. Video: Academic Integrity and Responsible AI Use
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Case Study: “The Misused Essay Generator”-analysing AI ethics breach
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1.15. AI Governance and Policy in Higher Education
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1.16. Understanding Institutional AI Policy
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1.17. Creating an AI Use Framework for Educators
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Template: AI Policy Development Framework
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Template: AI Ethics Checklist
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AI Literacy Self-Assessment Tool
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Module 2: Designing AI-Enhanced Learning Experiences2.1. Curriculum Mapping for AI-Enabled Pedagogy
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2.2. Mapping Learning Outcomes to AI Capabilities
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2.3. Video: Integrating AI in Programme Design
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Template: Curriculum-AI Alignment Matrix
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2.4. Using AI for Content Creation and Lesson Design
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2.5. Using AI to Generate Interactive Content
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2.6. Reviewing and Editing AI Outputs Responsibly
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Template: AI Lesson Plan Builder
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2.7. Designing Active and Adaptive Learning Experiences
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2.8. Video: Adaptive Learning Pathways
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2.9. AI-Driven Engagement Tools
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Case Study: “SmartTutor: AI-Enhanced LMS in Action”
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2.10. Personalisation through Learning Analytics
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2.11. Student Profiling and Data Ethics
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2.12. Video: Designing Personalised Learning Journeys
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Template: Personalised Learning Blueprint
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2.13. Embedding AI in Course Delivery and Feedback
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2.14. Using AI Chatbots and Co-Pilots in Teaching
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2.15. Video: Ai in Ed: the Human Element
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Template: AI Integration Implementation Plan
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Template: AI-Ready Lesson Design Canvas
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Template: Personalised Learning Journey Map
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Mini Reflection: “How AI Changed My Course Design Thinking”
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Module 3: AI-Based Assessment, Feedback and Learning Analytics3.1. Rethinking Assessment in the AI Era
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3.2. Assessment Challenges in an AI World
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3.3. Authentic Assessment Principles
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Case Study: “PeerSense: When AI Feedback Goes Too Far”
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3.4. AI-Supported Feedback Systems
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3.5. Using AI for Draft Feedback and Feedforward
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3.6. Designing Rubrics for AI-Assisted Feedback
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Template: AI Feedback Rubric Builder
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3.7. Automating Assessment and Grading Responsibly
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3.8. AI-Assisted Grading Tools
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3.9. Video: Ensuring Human Oversight
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Template: AI Assessment Governance Checklist
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3.10. Learning Analytics for Decision Making
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3.11. Video: Using AI Dashboards for Monitoring Student Progress
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3.12. Data Interpretation and Intervention Planning
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Template: Learning Analytics Dashboard Planner
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3.13. Developing Your AI-Enhanced Assessment Strategy
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3.14. Building an AI Assessment Policy
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3.15. Integrating Insights into Teaching Practice
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Template: Assessment Innovation Roadmap
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Template: AI-Enabled Assessment Plan
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AI Integration Strategy Document
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Module 4: Leading AI-Enabled Educational Transformation4.1. From AI Adoption to Educational Transformation
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Template: AI Education Maturity Diagnostic
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4.2. Emerging AI Systems: Multimodal, Reasoning and Agentic AI
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4.3. Designing Human–AI Workflows for Education
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Template: Human–AI Workflow Canvas
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4.4. Designing AI Tutors and Pedagogical Agents
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Template: AI Tutor and Pedagogical Agent Blueprint
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Case Study 4A: The Tutor That Made Students Better or Did It?
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4.5. Selecting and Evaluating AI Tools for Education
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Template: Educational AI Tool Evaluation Scorecard
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4.6. Building Institutional AI Readiness and Maturity
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Template: Institutional AI Readiness Assessment
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4.7. Leading Change and Building Faculty AI Capability
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Template: Faculty AI Capability Development Planner
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Case Study 4B: The University That Bought AI Before Its People Were Ready
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4.8. AI Governance, Data Stewardship, Risk and Assurance
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Template: Educational AI Risk and Governance Register
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4.9. Inclusion, Accessibility and Equity in AI-Enabled Education
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Template: AI Inclusion and Accessibility Review
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4.10. Evaluating Educational Impact and Value from AI
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4.11. From Pilot to Sustainable AI Implementation
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Case Study 4C: Scale, Redesign or Stop?
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4.12. The Future of the AI-Enabled Educator and Institution
Lesson 2 of 93
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