Responsible AI Practices
Course Overview
The Responsible AI Practices course introduces learners to the core principles of responsible AI and guides you through its importance in creating ethical AI models. This course tackles the key challenges that responsible AI seeks to address and explores the essential principles behind building AI systems that are both fair and transparent. You will dive deep into AWS tools designed to aid the development of responsible AI and learn the vital aspects of preparing data and selecting models for ethical AI creation.
The course concludes by discussing the balance between model transparency and safety and the trade-offs involved in ensuring an AI system is explainable. You’ll also learn how to apply human-centered design to make AI more transparent and aligned with human values. Whether you’re an AI practitioner, developer, or business leader, this course will provide you with valuable insights and best practices to build ethical AI that benefits society.
What You'll Learn
- Understanding of Responsible AI: Learn what responsible AI means and the challenges it aims to address in AI system development.
- Tools and Services for Responsible AI: Get hands-on with AWS services and tools designed to help you create responsible AI models.
- AI Model Transparency and Explainability: Understand how to build transparent and explainable AI models, balancing safety and transparency.
- Ethical Considerations for AI: Explore how to select the right model and prepare data while adhering to ethical principles for AI system development.
49 USD
Coursera
https://www.coursera.org
Skills You'll Gain:
