O'Reilly Machine Learning for High-Risk Applications Book

As artificial intelligence and machine learning technologies become part of everyday life, the need for proper oversight grows. This book by O'Reilly Media addresses the challenges of widespread AI/ML implementation and the harmful outcomes that can occur without proper risk management. It provides practitioners with the knowledge needed to mitigate risks before they impact business or society. Readers will explore the concept of responsible AI, which serves as a holistic framework for improving technology and business processes. The text builds on established best practices in risk management and cybersecurity to help professionals build more reliable systems. By focusing on cultural competencies and technical improvements, this guide helps ensure that AI/ML reaches its full potential safely and effectively. It is an essential resource for anyone working in high-stakes environments where machine learning decisions have significant consequences.