Название: Responsible AI: Designing, Building, and Assessing Machine Learning and AI (Early Release) Автор: Patrick Hall, Rumman Chowdhury Издательство: O’Reilly Media Год: 2021-05-26 Формат: epub/mobi/pdf(conv.) Размер: 10.4 Mb Язык: English
The past decade has witnessed a wide adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight into their widespread implementation has resulted in harmful outcomes that could have been avoided with proper oversight. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks. This book describes responsible AI, a holistic approach for improving AI/ML technology, business processes, and cultural competencies that builds on best practices in risk management, cybersecurity, data privacy, and applied social science. It's an ambitious undertaking that requires a diverse set of talents, experiences, and perspectives. Data scientists and nontechnical oversight folks alike need to be recruited and empowered to audit and evaluate high-impact AI/ML systems. Authors Patrick Hall and Rumman Chowdhury created this guide for a new generation of auditors and assessors who want to make AI systems better for organizations, consumers, and the public at large.
AI for People and Business (Early Release) Название: AI for People and Business (Early Release) Автор: Alex Castrounis Издательство: O’Reilly Media, Inc. Год: 2019 Страниц: 275 Язык:...
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Responsible AI (Early Release) 
