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Responsible AI Practices
Responsible AI Practices
Need for responsible AI (2:49)
Module - 1
Introduction to responsible AI (2:29)
Real time example1-google maps (2:42)
Real time example 2-Face recognition (2:56)
Real time example 3 - Virtual assistant (2:40)
Evolution of Responsible AI (2:38)
Core principles (2:30)
Quiz
Module - 2
Foundations of AI (2:49)
Key technologies in AI (2:49)
AI Models (2:48)
AI Algorithms (2:44)
Data in AI (1:46)
Data quality and diversity (3:24)
Quiz
Module - 3
Ethical consideration (3:52)
Transparency and Explainability (3:22)
Module - 4
Designing responsible AI systems (3:17)
Risk assessment (2:26)
Stakeholder Engagement (3:13)
Module - 5
Implementing fairness and Bias Mitigation (2:08)
Diverse Data sets (2:02)
Quiz
key points to be remembered (2:52)
Real time example1-google maps
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