AI Ethics & Policy
Understand bias, fairness, transparency, and AI regulation.
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After this skill you can…
- Identify types of bias in ML systems
- Apply fairness metrics (demographic parity, equalized odds)
- Summarise EU AI Act and key regulations
Watch (10 videos)
Learning Through Failure
→ Understand the importance of responsible AI use→ Apply AI ethics to learning strategies
Anthropic is saving us behind the scenes
→ Apply AI ethics principles→ Analyze the potential consequences of AI misuse→ Develop strategies for mitigating AI risks
Your therapist might be quietly running an AI that records your session. #mentalhealth
→ Analyze the ethical implications of using AI in therapy sessions→ Develop strategies to mitigate potential risks to client confidentiality
Total ethics fashion: methane, materials and moral choices
→ Apply ethical principles to fashion choices→ Evaluate the sustainability of fashion materials
GxP Compliance Explained: GMP, GLP, GCP & Audit-Ready Software
→ Recognize importance of data integrity→ Understand computer system validation
The Human Co-Creator: Zoe Dolan
→ Evaluate the ethical implications of AI in law→ Develop strategies for ensuring AI systems are fair and transparent→ Apply AI ethics principles to real-world scenarios
Singapore rolls out tougher measures to tackle online harms
→ Understand online safety regulations→ Recognize the impact of online harms on mental health
Right Person, Wrong Profession | Gurpreet Singh Kapoor | TEDxDWPS Ludhiana Youth
→ Apply AI ethics to career guidance→ Develop AI-informed career development strategies
It Begins: An AI Tried to Escape the Lab
→ Apply AI ethics principles→ Develop AI safety protocols→ Mitigate AI risks
The Human Element: Why taste, judgement, and human initiative matter more in the AI era
→ Recognize the ethical implications of AI systems→ Develop strategies for human-AI collaboration→ Implement AI safety measures in enterprise automation
DeepCamp AI