--- title: Kubeflow operations guide description: Kubeflow operations become an essential part of enterprises which use multi-cloud and hybrid-cloud, as well as the adoption of Kubernetes is increasing. url: https://canonical.com/blog/kubeflow-operations-guide?format=md --- 1. [Blog](https://canonical.com/blog) 2. Article --- [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea "More about Andreea Munteanu") 17 March 2021 # Kubeflow operations guide [Kubeflow News](https://canonical.com/blog/tag/kubeflow-news) --- Share the article Operating MLOps stacks alike Kubeflow in an increasingly multi-cloud world will be a key topic as this market and Kubernetes adoption grow. ## Kubeflow operations webinar To discuss this topic, Canonical is holding a live webinar next week, on **23rd of March, 5PM UTC.** Besides the key points listed below, the webinar will also have a live demo: * How challenges of operating Kubeflow and how cloud-native operations are evolving * What are Kubernetes operators, Charms and OLMs and why they are a game-changer * How model-driven operators can automate day-0 to day-2 operations of Kubeflow even for complex setups * What is Charmed Kubeflow and how it can be deployed with your Kubernetes of choice Did you prepare your questions? ## Read the book! For a deeper dive into this topic, and an alternative approach to Canonical’s, check out last year’s O’Reilly book by Josh Patterson, Michael Katzenellenbogen and Austin Harris. You can [read more](https://www.oreilly.com/library/view/kubeflow-operations-guide/9781492053262/) before you buy it! [Get in touch Interested in running Ubuntu in your organization?](https://ubuntu.com/about/contact-us/form) ## Sign up for our newsletter Get the latest Canonical news and updates in your inbox. Work email: \*I agree to receive information about Canonical's products and services. By submitting this form, I confirm that I have read and agree to [Canonical's Privacy Policy](https://canonical.com/legal/dataprivacy). Sign up ## Share on --- ## Related posts [### Latest community videos](https://canonical.com/blog/latest-kubeflow-videos) MLOps community jewels The MLOps community continues to grow and gift us with great content and discussions around the topic! Here are a couple of interesting discussions – a... [Rui Vasconcelos](https://canonical.com/blog/author/ruivasconcelos) 8 March 2021 [### Still figuring out what is Kubeflow?](https://canonical.com/blog/kubeflow-learn-understand) Kubeflow has become quite popular in the MLOps community as the tool that enables data science teams to automate their workflows from data preprocessing to model deployment on... [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 22 February 2021 [### SageMaker and Kubeflow: end-to-end ML workflows](https://canonical.com/blog/sagemaker-and-kubeflow) In June 2020, AWS introduced SageMaker components for Kubeflow. 6 months later, Antje Barth, Sr. developer advocate @AWS, presents how to build end-to-end ML workflows with... [Rui Vasconcelos](https://canonical.com/blog/author/ruivasconcelos) 11 February 2021 [### Kubeflow impact from health to telco](https://canonical.com/blog/kubeflow-impact-from-health-to-telco) From Gitlab to Kubeflow in Healthcare ML Lifen, the french platform for healthcare products, recently switched from Gitlab’s jobs to Kubeflow Pipelines for continuous learning... [Rui Vasconcelos](https://canonical.com/blog/author/ruivasconcelos) 8 February 2021