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Problems MLOps Solves and How Operators Help - Operator Day Europe 2023

Offered By: Canonical Ubuntu via YouTube

Tags

MLOps Courses Machine Learning Courses DevOps Courses Kubernetes Courses Ubuntu Courses Infrastructure Management Courses Juju Courses Charmed Operators Courses

Course Description

Overview

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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

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