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AI Ethics

Explore AI ethics focusing on principles, fairness, bias reduction, and trust in AI design.

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Descrição do Curso

Get an Overview of AI Ethics

This introductory course on AI ethics provides a comprehensive overview of ethical considerations in the fast-paced domain of artificial intelligence. The course spans industry, policy-making, academia, and society at large, covering principles of AI ethics, strategies to foster fair and equitable AI systems, approaches to minimize biases, and methods to address key issues and establish user trust.

Ethical Principles and Challenges

Throughout the course, you will learn about the core principles of ethical AI and expand your understanding of common challenges and opportunities in the field of AI ethics. Through hands-on exercises, you will build your skills to craft ethical AI by design. Begin Learning today!

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1
Approaching AI Ethics
Livre
Understand the foundations of AI Ethics and observe some of the challenges of the ethical use of AI.
Reproduzir Capítulo Agora
AI ethics: What's the buzz?
50 xp
Guiding principle
50 xp
What's covered by AI ethics?
100 xp
Digging deeper: AI ethics principles
50 xp
Identifying actions
100 xp
AI principles unfolded
50 xp
AI ethics: where's the line?
50 xp
Striking a balance
50 xp
CineLlama Navigator
100 xp
2
Below the Surface: AI Ethics
Unpack the core principles of AI Ethics and discover a promising technique, explainable AI (XAI), that can integrate these principles into many AI systems.
Reproduzir Capítulo Agora
Unpacking the blackbox: Transparency
50 xp
Transparent AI system
50 xp
Transparency best practices
100 xp
AI fairness: not just a dream
50 xp
Tackling fairness issue
50 xp
Can we make things right?
100 xp
Safeguarding AI: Accountability
50 xp
Accountability common misconceptions
50 xp
Who's responsible?
100 xp
Explainable AI
50 xp
How would you apply XAI?
50 xp
The perfect match
100 xp
3
The Way Forward: AI Ethics
Discover the value ethical frameworks present to organizations of all sizes and prepare yourself to tackle tomorow's ethical challenges with AI ethics by design.
Reproduzir Capítulo Agora
Summaries Ethical frameworks
50 xp
Framing success
50 xp
When a plan comes together
50 xp
The value of ethical AI
50 xp
A proactive approach
50 xp
Identify the stakeholders
100 xp
The future of AI ethics
50 xp
All part of the plan
50 xp
Honing ethics by design
50 xp

For Business

Training 2 or more people?

Get your team access to the full DataCamp library, with centralized reporting, assignments, projects and more

Nas seguintes faixas

Certificação disponível

Fundamentos de IA

Ir para a trilha

Fundamentos de negócios de IA

Ir para a trilha

Desenvolvimento de aplicativos de IA

Ir para a trilha

Collaborators

Joanne Xiong

Associate Data Literacy and Essentials Manager, DataCamp

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