Artificial Intelligence Ethics
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Understanding AI impact: risks, fairness, privacy, and governance.
20 content steps
5 quizzes
~375 minutes
Popular
Journey Overview
Preview what you'll learn in this journey
Journey Steps
Preview
1
Content Step 1
Content
What is AI and where ethics applies
2
Content Step 2
Content
Core principles: beneficence, non-maleficence, justice
3
Content Step 3
Content
Bias sources in data and models
4
Content Step 4
Content
Fairness metrics and mitigations
5
Quiz 5
Quiz
Checkpoint Quiz
6
Content Step 6
Content
Privacy by design and data minimization
7
Content Step 7
Content
Surveillance risks and civil liberties
8
Content Step 8
Content
Transparency and documentation (model cards)
9
Content Step 9
Content
Explainability techniques and limits
10
Quiz 10
Quiz
Checkpoint Quiz
11
Content Step 11
Content
Accountability and governance structures
12
Content Step 12
Content
Human oversight and human-in-the-loop
13
Content Step 13
Content
Safety and misuse prevention
14
Content Step 14
Content
Consent and user expectations
15
Quiz 15
Quiz
Checkpoint Quiz
16
Content Step 16
Content
Accessibility and inclusion in AI
17
Content Step 17
Content
Social and labor impacts of automation
18
Content Step 18
Content
Environmental costs of AI systems
19
Content Step 19
Content
Legal frameworks (GDPR, EU AI Act) overview
20
Quiz 20
Quiz
Checkpoint Quiz
21
Content Step 21
Content
Risk assessment and red-teaming
22
Content Step 22
Content
Release management and rollback plans
23
Content Step 23
Content
Incident reporting and remediation
24
Content Step 24
Content
Building an ethics checklist
25
Quiz 25
Quiz
Checkpoint Quiz
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