AI Expert User
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AI Expert User Learning Path β Unified Syllabus (Months 1β12)
Format: Self-Directed, ModularDuration: 12 Months (Flexible pacing)Level: Intermediate to Advanced (Non-developer track)Purpose: To transform a non-technical professional into a confident, ethically responsible, and influential AI expert user across text, image, audio, automation, strategy, and teaching roles. π Programme Overview Module Focus Area Timeframe Module 1 Foundations of AI and Society…
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Module 1 β Week 1: What Is Artificial Intelligence?
Unit Title: Understanding AI: Foundations, Branches, and Basic DefinitionsLevel: Introductory (Non-technical, Conceptual)Duration: ~90β120 minutes (flexible self-paced or 2 x 1hr sessions) π― Learning Objectives By the end of this session, you should be able to: π§ Lesson Flow Segment Duration Format 1. Introduction: What Is AI? 15 min Script +…
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Module 1 β Week 2: Language Models and Generative AI
Unit Title: Understanding Large Language Models (LLMs) and Generative AILevel: IntroductoryβIntermediateDuration: ~90β120 minutes (flexible) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. What Are LLMs? 20 min Concept + Analogy 2. How Do They Work? 25 min…
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Module 1 β Week 3: Image, Voice, and Video AI
Unit Title: Understanding Multimodal AI: Seeing, Hearing, and CreatingLevel: IntroductoryβIntermediateDuration: ~90β120 minutes (self-paced or split into 2 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. What Is Multimodal AI? 15 min Overview + Visual Diagram 2.…
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Module 1 β Week 4: Ethics, Bias, and the Limits of AI
Unit Title: Navigating Responsibility, Fairness, and Trust in Artificial IntelligenceLevel: Intermediate (Ethical-critical thinking focus)Duration: ~90β120 minutes (self-paced or group-discussion optional) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. What Is AI Ethics? 20 min Definitions + Historical…
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Module 2 β Week 5: Prompt Engineering Basics and Thought Patterns for AI Interaction
Unit Title: Learning the Language of AI β Foundational Prompt SkillsLevel: IntermediateDuration: 90β120 minutes (split across 2 sessions is ideal) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. What Is Prompt Engineering? 15 min Definition + Analogy…
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Module 2 β Week 6: Advanced Prompt Structures β Chains, Systems, and Personalisation
Unit Title: Designing Prompt Workflows and Intelligent Input SequencesLevel: AdvancedDuration: 120β150 minutes (may be completed in 2β3 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Prompt Chains: What and Why 20 min Definitions + Process Mapping…
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Module 2 β Week 7: Tool Integration and Multi-AI Workflows
Unit Title: Combining AI Systems for Real Work, Productivity, and CreativityLevel: AdvancedDuration: 120β150 minutes (ideal for weekend or deep-dive learning) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Why Integrate AI Tools? 15 min Strategy Overview 2.…
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Module 2 β Week 8: Testing, Refining, and Scaling AI-Powered Workflows
Unit Title: From First Draft to Repeatable ExcellenceLevel: AdvancedDuration: 120β150 minutes (flexibly split over multiple sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Testing Prompts and Workflows 20 min Evaluation Strategy 2. Prompt Refinement Techniques 30…
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Module 3 β Week 9: Mapping AI to Real-World Roles and Use Cases
Unit Title: Translating AI Skills into Careers, Fields, and SectorsLevel: Professional ApplicationDuration: 120β150 minutes (can be divided over two learning sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Role Definitions and Market Trends 20 min Concept…
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Module 3 β Week 10: Ethical Intelligence and Risk in AI Use
Unit Title: Navigating AI Ethics, Safety, and Responsible DeploymentLevel: Professional Integrity and PolicyDuration: 120β150 minutes (can be split across two or three sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Foundations of AI Ethics 20 min…
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Module 3 β Week 11: Data Literacy, Privacy, and Compliance in AI
Unit Title: Understanding the Power and Responsibility of DataLevel: Applied Professional PracticeDuration: 120β150 minutes (flexibly divided over 2β3 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Introduction to Data Literacy 25 min Conceptual and Technical 2.…
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Module 3 β Week 12: Building Your AI Portfolio and Positioning for Work or Research
Unit Title: Showcasing Mastery and Preparing for the Professional WorldLevel: Strategic Application and Career DevelopmentDuration: 120β180 minutes (split over multiple sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Understanding the AI Portfolio 25 min Framework Exploration…
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Module 4 β Week 13: Teaching AI to Others
Unit Title: Educating with Integrity β Translating AI Knowledge into ImpactLevel: Advanced Communication and Public EngagementDuration: 120β180 minutes (best delivered over 2β3 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Why and How to Teach AI…
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Module 4 β Week 14: Thought Leadership in AI Communication
Unit Title: Influencing the Conversation β Building Authority and Driving Responsible ChangeLevel: Public Engagement and Strategic ImpactDuration: 120β180 minutes (suggested across 2β3 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. What Is Thought Leadership? 25 min…
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Module 4 β Week 15: Designing Long-Term AI Learning Plans for Yourself and Others
Unit Title: Building a Sustainable AI Learning Pathway for Lifelong MasteryLevel: Meta-Learning and Educational PlanningDuration: 120β180 minutes (spread over 2β4 sessions) π― Learning Objectives By the end of this week, you should be able to: π§ Lesson Flow Segment Duration Format 1. The Lifelong AI Learning Mindset 25 min Philosophy…
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Module 4 β Week 16: Mastery Demonstration and Legacy Portfolio
Unit Title: Demonstrating Mastery and Preparing for Ongoing ImpactLevel: Culmination and Strategic Forward PlanningDuration: 180β240 minutes (self-paced, spread over 3β5 days) π― Learning Objectives By the end of this final week, you should be able to: π§ Lesson Flow Segment Duration Format 1. Reflective Debrief and Timeline Review 45 min…