Machine Learning for High-Risk Applications (11th Early Release)
Patrick Hall, James Curtis, and Parul Pandey
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.
Catégories:
Année:
2023
Editeur::
O'Reilly Media, Inc.
Langue:
english
Pages:
381
ISBN 10:
1098102436
ISBN 13:
9781098102432
Fichier:
EPUB, 36.15 MB
IPFS:
,
english, 2023