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Core Learning Areas

Module Overview

Learning Guides

5.1 Ethics Principles

CAIBP - 5.1.1 Bias and fairness

CAIBP - 5.1.2 Transparency and interpretability

CAIBP - 5.1.3 Privacy and responsible data use

5.2 Governance Frameworks

CAIBP - 5.2.1 Policy development for responsible AI

CAIBP - 5.2.2 Regulatory compliance (GDPR, global standards)

5.3 Risk Management

CAIBP - 5.3.1 Identification and mitigation of AI risks

CAIBP - 5.3.2 Ethical impact reviews

5.4 Model Explainability Tools

CAIBP - 5.4.1 Intro to LIME, SHAP

CAIBP - 5.4.2 Using checklists for compliance

Recap Video

Recap Video - Module 5

Applied Activities

Applied Perspective

Reflection Prompts

Quiz

Quiz 1

Quiz 2

Quiz 3

Quiz 4

Quiz 5

Quiz 6

Quiz 7

Quiz 8

Module 5 - Ethical AI & Governance

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