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AI for Non-Engineers
Use AI tools to 10x your work — no code, no jargon, just results
A practical track for product managers, marketers, analysts, founders, and operators who want to use AI daily without learning to code. Covers prompt engineering, AI-powered research, document processing, workflow automation with no-code tools, AI-assisted writing, and building simple AI-powered tools with platforms like Zapier, Make, and Claude.
8 phases · 40 lessons · 20 labs · 3 projects · 40 hours · Level: Beginner
No prerequisites — this is a starting track.
Outcomes you will have by the end
- Personal Prompt Library — A curated collection of 50+ prompts for your recurring work tasks, organized by use case
- AI Workflow Portfolio — 3 automated workflows deployed in your actual work environment
- AI Strategy Memo — A board-ready memo using AI-assisted research and analysis
What you will be able to do
Prompt Engineering · AI Research · Workflow Automation · Document Processing · No-Code AI
Every phase, every lesson, every project
- AI Fundamentals for Non-Engineers (5 lessons) — free — What AI can and cannot do, hallucinations, context windows, model selection, cost management
- Prompt Engineering for Real Work (6 lessons) — free — Structured prompts, role prompting, few-shot examples, chain-of-thought, output formatting, prompt templates for recurring tasks
- AI-Powered Research & Analysis (5 lessons) — Literature reviews, competitive analysis, data summarization, citation checking, multi-source synthesis
- Document Processing & Knowledge Work (5 lessons) — PDF extraction, contract review, meeting notes, email triage, document comparison
- AI-Assisted Writing & Content (5 lessons) — Blog posts, social media, grant proposals, reports, editing and revision, voice consistency
- No-Code AI Automation (5 lessons) — Zapier + Claude, Make.com workflows, Google Sheets + AI, Slack bots without code, automated pipelines
- AI for Decision Making (5 lessons) — Scenario analysis, risk assessment, data interpretation, AI-assisted strategy, board-ready outputs
- Capstone: AI-Powered Workflow (4 lessons) — End-to-end workflow design, implementation, documentation, presentation
The technologies you will use
Claude · ChatGPT · Zapier · Make.com · Google Sheets · Notion AI
Roles this course prepares you for
- AI-Enhanced PM ($120k-$180k) — Use AI to speed up research, competitive analysis, and spec writing
- AI-Powered Analyst ($80k-$130k) — Automate data summarization, report generation, and document processing
- AI-First Operator ($70k-$120k) — Run business operations with AI-assisted workflows for email, scheduling, and reporting
Common questions
Do I need to know how to code?
No. This course is designed for people who have never written code and dont want to. You will use AI tools and no-code platforms like Zapier and Make.com.
What tools do I need?
A Claude or ChatGPT subscription, a Zapier account (free tier works), and Google Workspace. Thats it.
Is this just prompt engineering?
No. Prompt engineering is one phase. You also learn AI-powered research, document processing, no-code automation, AI-assisted writing, and decision-making with AI.
Will this help me get a job?
Yes. AI literacy is now a baseline requirement for PM, analyst, and operator roles. This course gives you practical, demonstrable skills.
Key terms in this course
Prompt Engineering · Chain of Thought (CoT)
Continue your learning path
Prompt Engineering Mastery · Vibe Coding
Start the AI for Non-Engineers course
Create a free account — the opening phases of 24 of 30 courses are free, no credit card. Or see Pro pricing.
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