Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Microsoft

Confidential AI with Ubuntu on Azure - Securing Machine Learning Workloads

Microsoft via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn how enterprises can protect sensitive AI data and code through Confidential AI in this 21-minute Microsoft Ignite conference talk. Explore how Ubuntu confidential VMs powered by AMD 4th Gen EPYC processors and NVIDIA H100 GPUs on Microsoft Azure provide hardware-rooted execution environments for both CPU and GPU workloads. Discover key security concepts including memory confidentiality, integrity, and remote attestation that help organizations overcome data privacy and intellectual property concerns in cloud-based machine learning. Presented by speakers Jehudi Castro-Sierra, Antoine Delignat-Lavaud, and Ijlal Loutfi, gain practical insights into implementing secure AI workloads that protect valuable private data.

Syllabus

Confidential AI with Ubuntu on Azure | ODFP929

Taught by

Microsoft Ignite

Reviews

Start your review of Confidential AI with Ubuntu on Azure - Securing Machine Learning Workloads

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.