Problems MLOps Solves and How Operators Help - Operator Day Europe 2023
Offered By: Canonical Ubuntu via YouTube
Course Description
Overview
Explore the intersection of machine learning operations (MLOps) and software operators in this 14-minute conference talk from Operator Day Europe 2023. Discover how MLOps, a set of practices for operating ML workloads, addresses challenges in machine learning deployment and management. Learn about the logical connection between software operators and implementing MLOps best practices. Gain insights into how these operators can improve the performance of ML workloads and tackle issues such as infrastructure costs. Delve into the world of Charmed Operators and their role in enhancing MLOps practices, with links provided for further exploration of Juju and the Charmed Operator ecosystem.
Syllabus
Operator Day Europe 2023 | Problems that MLOps solves and how operators help with Andreea Munteanu
Taught by
Canonical Ubuntu
Related Courses
Broader Adoption of FINOS Projects - Case Studies on Legend and WaltzLinux Foundation via YouTube Juju and Charmed Operators: Past, Present and Future
Ubuntu OnAir via YouTube Observabilidad con COS-Lite - Introducción al Canonical Observability Stack
Ubuntu OnAir via YouTube Grafana Charm: Introducción y Uso en Español - COS-Lite
Canonical Ubuntu via YouTube Introducción al Charm de Loki para Kubernetes - COS-Lite (En Español)
Canonical Ubuntu via YouTube