Certificate in AI Accountability and Explainability
-- ViewingNowThe Certificate in AI Accountability and Explainability is a comprehensive course designed to equip learners with the essential skills needed to navigate the complex world of artificial intelligence. This course is crucial in an era where AI systems are increasingly being integrated into various industries, making it important to ensure these systems are accountable and explainable.
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⢠Introduction to AI Accountability and Explainability
⢠Ethics in AI: Understanding Bias and Fairness
⢠Regulations and Compliance in AI Systems
⢠Techniques for AI Explainability: Feature Importance and Model Transparency
⢠Designing Trustworthy AI: Best Practices and Strategies
⢠AI Auditing: Methods and Tools
⢠Explainable AI (XAI) and Human-AI Collaboration
⢠Legal and Ethical Implications of AI Decision Making
⢠Real-world Applications and Case Studies of AI Accountability and Explainability
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