--- title: Canonical Kubeflow Operators description: Canonical, the publisher of Ubuntu, announces two new technologies to improve Kubeflow operations and user experience on both cloud and devices. url: https://canonical.com/blog/canonical-kubeflow-operators?format=md --- 1. [Blog](https://canonical.com/blog) 2. Article --- [Rui Vasconcelos](https://canonical.com/blog/author/ruivasconcelos "More about Rui Vasconcelos") 5 November 2020 # Canonical Kubeflow Operators [Kubeflow News](https://canonical.com/blog/tag/kubeflow-news) --- Share the article ### Canonical, the publisher of Ubuntu, announces Kubeflow operators and packages. Within the last week, Canonical announced two new technologies that aim at improving the Kubeflow experience: 1. [Charmed Kubeflow](http://charmed-kubeflow.io) – A set of Kubeflow charm operators, that leverage Juju OLM technology for lifecycle management of the applications inside Kubeflow. Read the [announcement](https://ubuntu.com/blog/kubeflow-operators-lifecycle-management-for-data-science). 2. Lightweight Kubeflow bundles – two new packages of pre-selected applications from the Kubeflow bundle to fit desktop (Kubeflow lite) and edge scenarios (Kubeflow edge). Read [blog post](https://ubuntu.com/blog/deploying-kubeflow-everywhere). [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 [### Kubeflow operations guide](https://canonical.com/blog/kubeflow-operations-guide) 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... [Andreea Munteanu](https://canonical.com/blog/author/munteanuandreea) 17 March 2021 [### 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