The complete starting point. How AI actually works, what it can and cannot do, and how to use it effectively from day one.
Most people start using AI tools without understanding what they actually are. That gap creates frustration when results are inconsistent and wastes time on trial and error. This course removes that gap. You will understand the technology well enough to use it strategically, troubleshoot when things go wrong and explain it to colleagues who are still sceptical. The course covers how large language models work at a conceptual level, how to evaluate AI tools for a specific purpose, what AI is genuinely good at and where it still falls short, and how to build a personal AI workflow from scratch.
What you will learn
Understand how LLMs process and generate text
Evaluate any AI tool against a real business need
Build a daily AI workflow for your specific role
Troubleshoot inconsistent AI outputs systematically
Explain AI capabilities and limits to non-technical colleagues
Course curriculum
Module 1: How AI Works
4 lessons
What is a language model?
Training data and its limits
Why AI hallucinates and what to do about it
AI vs automation: the real difference
Module 2: The AI Tool Landscape
4 lessons
Text AI: ChatGPT, Claude, Gemini compared
Image AI: Midjourney, DALL-E, Stable Diffusion
Productivity AI: Notion AI, Microsoft Copilot
Specialised AI tools by industry
Module 3: Building Your AI Workflow
4 lessons
Mapping your work processes to AI
Choosing the right tool for each task
Integrating AI into daily work routines
Measuring the actual time savings
Module 4: AI Safety and Limitations
4 lessons
Data privacy with AI tools
What AI cannot do reliably
Fact-checking AI outputs
Ethical use guidelines
Module 5: Practical Projects
3 lessons
Project 1: Build your AI toolkit
Project 2: Redesign one workflow using AI
Final assessment and certification
Who this course is for
- Professionals with no AI experience
- Business owners evaluating AI for their team
- Team leads preparing to roll out AI tools
- Anyone who has tried AI and found it inconsistent