Machine Learning for High-Risk Applications : Techniques for Responsible AI (Early Release)
by Patrick Hall, James Curtis
English | 2021 | ISBN: 9781098102425 | 113 Pages | PDF (conv) | 7.17 MB
by Patrick Hall, James Curtis
English | 2021 | ISBN: 9781098102425 | 113 Pages | PDF (conv) | 7.17 MB
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.
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