Machine Learning Operations (MLOps): Deploy at Scale

Alex Cattle

on 10 September 2019

This article is more than 6 years old.


Artificial Intelligence and Machine Learning adoption in the enterprise is exploding from Silicon Valley to Wall Street with diverse use cases ranging from the analysis of customer behaviour and purchase cycles to diagnosing medical conditions.

Following on from our webinar ‘Getting started with AI’, this webinar will dive into what success looks like when deploying machine learning models, including training, at scale. The key topics are:

  • Automatic Workflow Orchestration
  • ML Pipeline development
  • Kubernetes / Kubeflow Integration
  • On-device Machine Learning, Edge Inference and Model Federation
  • On-prem to cloud, on-demand extensibility
  • Scale-out model serving and inference

This webinar will detail recent advancements in these areas alongside providing actionable insights for viewers to apply to their AI/ML efforts!

Watch the webinar

Enterprise AI, simplified

AI doesn’t have to be difficult. Accelerate innovation with an end-to-end stack that delivers all the open source tooling you need for the entire AI/ML lifecycle.

Explore Canonical’s AI solutions ›

Newsletter signup

Get the latest Ubuntu news and updates in your inbox.

By submitting this form, I confirm that I have read and agree to Canonical's Privacy Policy.

Related posts

Supporting more identity providers on Ubuntu with the new Authd OIDC broker

Today we are announcing the general availability of the new generic OpenID Connect (OIDC) broker for Authd. With enterprises needing to centralise access...

SpacemiT announces the availability of  Ubuntu on K3/K1 series RISC-V AI computing platforms

SpacemiT (Hangzhou) Technology Co., Ltd. today announced a  collaboration with Canonical to make  Ubuntu available on SpacemiT’s new K3 SoC and the existing...

AI meets SQL Server 2025 on Ubuntu

Partnership between Microsoft and Canonical Since 2016, when Microsoft announced its intention to make Linux a first class citizen in its ecosystem, Canonical...