courseraПрограммирование

Document and Evaluate AI Ethics

Курс от Coursera

Средний≈ 4.1 чАнглийский

О курсе

Document and Evaluate AI Ethics is an intermediate course that equips engineers, auditors, and AI practitioners with the concrete skills to move from ethical principles to engineering practice. You will learn to create comprehensive model cards that document a system's intended use, dataset origins, performance metrics, and limitations, ensuring every stakeholder understands what the system does and where it might fail. Next, you will master the process of conducting systematic ethics audits, using established frameworks to evaluate AI systems for bias, assess compliance, and propose actionable mitigation strategies. Through hands-on labs and analyses of real-world case studies—from the failure of Microsoft’s Tay to the internal audits at AstraZeneca—you will leave with the ability to produce professional audit reports and documentation that build trust and ensure your AI systems are deployed responsibly.

Навыки, которые вы освоите

Auditing Responsible AI Accountability Ethical Standards And Conduct Compliance Management MLOps (Machine Learning Operations)Compliance Auditing Auditors Report Model Deployment Case Studies Data Ethics Accountability Frameworks Technical Documentation Software Documentation Performance Metric Report Writing Model Evaluation

Программа курса

2 модулей · 16 учебных материалов

01Create Comprehensive Model Documentation9 материалов

Welcome to the Course: The AI Documentation GapDIALOGUE Why Documentation Defines TrustЧтение Anatomy of a Model CardВидео From Data to Disclosure – Writing with PrecisionВидео

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Professionals in the Industry

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