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O'Reilly Machine Learning for High-Risk Applications Book

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Description

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.

Key Features

Learn responsible AI frameworks to improve technology and business processes through holistic management strategies.

Gain practical knowledge on mitigating risks associated with widespread artificial intelligence and machine learning implementation.

Build on established best practices in risk management and cybersecurity to protect your AI/ML systems.

Develop cultural competencies necessary for implementing ethical and safe machine learning technologies.

Understand how to avoid harmful outcomes caused by a lack of oversight in AI/ML deployment.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
02 May 2023
Listed Since
26 July 2022

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