Curriculum AI Ethics illustration

Course Curriculum

Structure. Content. Skills. See your roadmap to mastering ethical AI in engineering projects.

Curriculum Overview

This mini-course is structured into 4 core modules, each with practical lessons, examples, and downloadable tools.

Approximate total time: 4 hours

Foundations of AI Ethics

Module 1: Foundations of AI Ethics

Why ethics matter in AI engineering
Key ethical frameworks (IEEE, ACM, EU, etc.)
Principles: Transparency, Fairness, Accountability
Introduction to privacy & human rights

45 min

Risk Assessment

Module 2: Risk Assessment

Types of AI-related risks (bias, safety, security)
Tools & methods for ethical risk identification
Mitigation strategies & ethical impact assessment
Project-based risk checklist walkthrough

60 min

Implementation Frameworks

Module 3: Implementation Frameworks

Embedding ethics into software lifecycles
Designing for transparency & explainability
Stakeholder mapping & collaboration
Templates & resources for your projects

75 min

Case Studies

Module 4: Case Studies

Real-world engineering projects analysis
Lessons learned from successful & failed implementations
Group discussion prompts
Reflection and takeaway activities

90 min

Learning Experience

Short, focused video lessons
Structured for busy engineers. Each module is split into 3–5 lessons.
Downloadable resources
Checklists, frameworks, and tools ready to deploy in your projects.
Expert interviews & practical demos
Insights directly from AI ethics and engineering specialists.
Certificate of completion
Available after finishing all modules and quizzes.

Learning experience AI curriculum

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Downloadable Curriculum Resources

Every module comes with practical tools designed for engineers.

AI Ethics Checklist

AI Ethics Checklist

Critical points to consider for every engineering project using AI.

Implementation Framework

Implementation Framework

Stepwise methodology for embedding ethics in your workflow.

Case Study Collection

Case Study Collection

Real project breakdowns with ethical analysis and takeaways.

Risk Assessment Tool

Risk Assessment Tool

Rapid assessment templates to evaluate project risks.

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