Course Information

Tracks:

Course Instructor

Laurence Liew Laurence Liew Author

Director of AI Innovation at AI Singapore. Creator of the AIRI Framework and author of AI-First Nation. Over 30 years in technology leadership — built Singapore’s AI Apprenticeship Programme (AIAP), the 100 Experiments (100E) industry adoption programme, and AI For Everyone, reaching 300,000+ professionals. Co-chair of OECD/GPAI’s Innovation and Commercialisation Working Group. Built this platform to help individuals and organisations become AI Ready.

  • Welcome
    • Welcome to AI For Everyone
  • Part 1 — Know Your AI Readiness
    • Mindset · What AI Can and Can’t Do
    • Mindset · Keeping Up With AI
    • Mindset · Where AI Fits in Your Role
    • Mindset · Handing Work to AI
    • Mindset · Trying AI on New Problems
    • Ethics · Spotting Ethical Issues in AI
    • Ethics · Knowing the Risks
    • Ethics · Checking AI’s Work
    • Value · Finding Your AI Use Cases
    • Value · Saving Real Hours With GenAI
    • Data · What Good Data Looks Like
    • Data · Working With Data Day to Day
    • Tools · Using AI Tools and Agents
    • Tools · Writing Clear Instructions for AI
    • Tools · Producing Real Work With AI
  • Part 2 — How AI Actually Works
    • What AI Actually Is (Not Magic, Not Movies)
    • How AI Models Are Trained (The Hokkien Mee Analogy)
    • Predicting Numbers: Regression
    • Sorting Into Categories: Classification
    • Finding Patterns Without Labels: Clustering
    • Computer Vision: How Machines See
    • Generative AI: How It Actually Works
    • Data Is Everywhere (Documents, Emails, Spreadsheets)
    • AI Has Limitations (Hallucinations, Bias, Errors)
  • Part 3 — Working With AI Tools
    • The AI Tool Landscape (and Choosing the Right One)
    • Prompting as a Professional Skill
    • Structured Prompting (Specification Thinking)
    • Building Your First AI Skill/Agent (No Code)
    • Agentic AI Workflows
    • Creating Visuals and Presentations with AI
    • Deep Research for Evidence-Based Decisions
    • AI-Powered Analysis Without Coding
    • Document Synthesis and Data-Driven Decisions
  • AI Ready Submission
    • Your AI Ready Submission