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CNCF [Cloud Native Computing Foundation]

Azimuth - Cloud Native Machine Learning Platform for Enterprise

CNCF [Cloud Native Computing Foundation] via YouTube

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Overview

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Explore a technical presentation showcasing AstraZeneca's enterprise cloud native machine learning platform built on Kubernetes. Discover how this cutting-edge platform integrates various cloud-native tools to enable seamless development, deployment, and management of machine learning workflows. Learn about the platform's architecture, key components, and real-world applications, including its integration with Cloudability for cost management. Gain insights into how the platform leverages technologies like Kubeflow, Weights & Biases, Ray, Volcano Scheduler, Grafana, Prometheus, ELK, Harbor, NetApp Ontap FSx, Kyverno, GitHub Actions, ArgoCD, Argo Rollouts, and CloudNativePG to empower data science teams and accelerate innovation within the pharmaceutical industry.

Syllabus

Azimuth - AstraZeneca’s Cloud Native Machine Learning Platform - Nithin R, AstraZeneca

Taught by

CNCF [Cloud Native Computing Foundation]

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