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Beyond the Clouds - Charting the Course for AI in the Cloud Native World

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Tags

Artificial Intelligence Courses Kubernetes Courses MLOps Courses Telemetry Courses Observability Courses

Course Description

Overview

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Explore the intersection of AI and cloud-native technologies in this 35-minute panel discussion featuring experts from VMware, TruEra, Apple, Elotl, and Intel. Delve into how Kubernetes, as the leading orchestration platform for AI, can leverage cloud-native principles to enhance AI applications. Discover the benefits of OCI registries and distributed architecture for AI, learn how telemetry and observability can profile AI apps, and understand the importance of collaboration between MLops practitioners and cloud-native technologists. Gain insights into incorporating software supply chain best practices in AI model pipelines, optimizing GPU/CPU resource scheduling for improved AI performance, and utilizing GPU partition and sharing to increase resource utilization and reduce AI costs. Uncover opportunities to contribute to the synergy between cloud-native technologies and AI, and stay ahead in the rapidly evolving landscape of AI in the cloud-native world.

Syllabus

Panel: Beyond the Clouds: Charting the Course for AI in the CloudNative World


Taught by

CNCF [Cloud Native Computing Foundation]

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