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Machine Learning for High-Risk Applications: Approaches to Responsible AI
Manage episode 515186680 series 3683458
Вміст надано CyberSecurity Summary. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією CyberSecurity Summary або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.
A field guide for designing, building, and assessing machine learning and AI systems. The book addresses the risks of AI failures, such as algorithmic discrimination and data privacy violations, which have become more common with wider adoption of ML technologies. It outlines a holistic approach to risk mitigation, combining technical practices, business processes, and cultural capabilities for responsible AI. The text covers topics from legal obligations and organizational competencies to technical debugging methods and strategies for safe deployment of AI systems.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Machine-Learning-High-Risk-Applications-Responsible/dp/1098102436?&linkCode=ll1&tag=cvthunderx-20&linkId=44766864f5269d30ba13ec2c60e8563c&language=en_US&ref_=as_li_ss_tl
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You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Machine-Learning-High-Risk-Applications-Responsible/dp/1098102436?&linkCode=ll1&tag=cvthunderx-20&linkId=44766864f5269d30ba13ec2c60e8563c&language=en_US&ref_=as_li_ss_tl
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