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Explore how confidential AI addresses data privacy concerns in cloud-based machine learning tasks during this 50-minute webinar. Learn about Ubuntu's confidential AI solution, which provides a hardware-rooted execution environment for both CPU and GPU, enabling secure handling of sensitive data in critical domains such as medical diagnosis and financial risk assessments. Discover how this technology allows for ML training, inference, confidential multi-party data analytics, and federated learning while maintaining data privacy and protecting intellectual property. Gain insights into overcoming industry regulations that prohibit data sharing and unlock the true potential of AI across crucial domains.
