Beginner · module B10
Beginner Capstone: AI for Social Good
By the end: Plan a responsible AI solution for a community problem and present it clearly
- Covers
- A guided project that applies everything from the Beginner level to a real problem
- Contents
- 1 chapters, 8 topics
- Time
- About 2 hours
- Level
- Beginner
- Your progress
- 0 / 8
This module builds on Responsible and Safe Use of AI, Computational Thinking and the AI Project Cycle. We suggest looking at it first, but the choice is yours.
Chapter 1 The Capstone Project
- 1.18 minBeing written
Project Briefing
The mission, examples of past projects and how the project is assessed
Read the brief and the sample project
- 1.210 minBeing written
Identifying a Real Problem
Choosing a problem in your home, school or community
Template: problem statement
- 1.310 minBeing written
Users, Benefits and Risks
Who the solution helps, and how it could cause harm
Template: benefit and risk table
- 1.410 minBeing written
Planning the Data
What data is needed, where it comes from and how it is collected fairly
Template: data plan
- 1.520 minBeing written
Building a Prototype
Training a no-code model, or designing the solution on paper
Lab: build or design the prototype
- 1.68 minBeing written
Fairness and Safety Review
Applying the responsible AI checklist
Checklist review
- 1.715 minBeing written
Creating the Proposal
A one-page proposal or poster for the solution
Template: proposal poster
- 1.815 minBeing written
Presentation and Reflection
Presenting the idea and reflecting on what was learned
Present and complete the reflection