Course Outline

Introduction to Ethical AI Development

  • What is ethical AI?
  • Overview of key ethical frameworks in AI
  • The role of LangChain in ethical AI

Bias in AI Systems

  • Understanding bias in AI models
  • Techniques to detect and mitigate bias in LangChain-based systems
  • Ensuring fairness in decision-making

Transparency and Explainability

  • Importance of transparency in AI solutions
  • Using LangChain for creating interpretable models
  • Techniques for enhancing model explainability

Accountability and Responsibility

  • Who is accountable for AI-driven decisions?
  • Creating responsible AI development practices with LangChain
  • Building accountability into AI projects

Privacy and Security in AI

  • Handling data privacy in AI development
  • Implementing secure AI systems with LangChain
  • Ensuring compliance with regulations (GDPR, etc.)

AI and Societal Impact

  • The societal implications of AI systems
  • Addressing AI-related challenges in different industries
  • Regulatory approaches to AI development

Future Directions in Ethical AI

  • Emerging trends in ethical AI development
  • Ethical challenges in evolving AI technologies
  • Building sustainable and ethical AI systems

Summary and Next Steps

Requirements

  • Advanced knowledge of AI development
  • Familiarity with ethical concerns in AI
  • Experience using Python programming

Audience

  • AI Researchers
  • Policy Makers
 21 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 4800 € + VAT*

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