Machine Learning for High-Risk Applications (11th Early Release)

Machine Learning for High-Risk Applications (11th Early Release)
English | 2023 | ISBN: 9781098102425 | 381 Pages | EPUB (True) | 36 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.