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Prototyping with AI

AI (Artificial Intelligence)

Course Overview

The distance between an idea and a working demonstration has collapsed. With today's AI tools, a product manager can mock up an app, a marketer can build a working data tool, and an analyst can automate a workflow — in days, without an engineering team. This hands-on course teaches non-programmers to prototype with AI: writing effective prompts, chaining tools together, knowing what these systems can and cannot be trusted with, and turning a rough idea into something people can click.

What You Will Achieve

  • Use AI assistants to build working prototypes without writing code from scratch
  • Write prompts that reliably produce what you actually asked for
  • Chain AI tools with spreadsheets, forms and automation platforms
  • Judge where AI output can be trusted and where human review is non-negotiable
  • Take a real idea from your workplace to a clickable prototype during the course

Who Should Attend

Product managers, analysts, marketers, entrepreneurs and operational professionals who want to build and test ideas themselves — no programming background required.

Course Outline

  1. 01The new prototyping landscape: what AI changed
  2. 02Prompt craft: instructions, context, examples, iteration
  3. 03Building your first working prototype: guided lab
  4. 04Connecting the pieces: AI plus no-code automation
  5. 05Data care: privacy, confidentiality and what never to paste
  6. 06Reliability: hallucination, testing and human checkpoints
  7. 07From prototype to pitch: demonstrating value
  8. 08Capstone: your workplace idea, built and presented

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