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No Hype AI: Practical AI

AI for professionals — how PMs, analysts, accountants, and non-developers can maximise AI tools in their daily work.

10 lessons • 5 supplemental references

01
What AI Can Do For You

A jargon-free tour of what modern AI assistants can actually do for knowledge work — and where they fit in your day.

30 min • beginner
02
Choosing the Right AI Tool

Compare Claude, ChatGPT, Gemini, and Copilot, and learn to match the right tool to each task.

35 min • beginner
03
Your First AI Conversation

Learn to talk to AI effectively — structuring requests, setting context and constraints, and iterating to a great result.

35 min • beginner
04
AI for Document Work

Use AI to summarise, draft, edit, and reformat the documents that eat your day — without losing your voice.

40 min • beginner
05
AI for Data & Analysis

Turn raw numbers into insight: interpret data, build formulas, and spot trends through conversation, no spreadsheets required.

45 min • intermediate
06
AI for Project Management

Accelerate project work — plans, status reports, risk registers, and stakeholder updates — while keeping human judgement in charge.

45 min • intermediate
07
AI for Communication

Draft and refine emails, agendas, and presentations, and shift tone for any audience with AI as your editing partner.

40 min • intermediate
08
AI for Research

Run market research, competitive analysis, and fact-checking with AI — and learn to separate insight from hallucination.

45 min • intermediate
09
Building AI Into Your Workflow

Design an AI-augmented work week with reusable templates, a personal knowledge base, and the right automation touchpoints.

50 min • advanced
10
AI Ethics & Limitations

Know what to trust, what to verify, and what never to share — and draft a personal AI usage policy for your role.

40 min • advanced