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- Keynote: Machine Learning using Kubeflow and Kubernetes
- Enabling Kubeflow with Enterprise-Grade Auth for On-Prem Deployments
- Supercharge Kubeflow Performance on GPU Clusters
- Towards Continuous Computer Vision Model Improvement with Kubeflow
- Measuring and Optimizing Kubeflow Clusters at Lyft
- Tutorial: From Notebook to Kubeflow Pipelines: An End-to-End Data Science Workflow
- Building a Medical AI with Kubernetes and Kubeflow
- Panel: Enterprise-grade, On-prem Kubeflow in the Financial Sector
- Advanced Model Inferencing Leveraging KNative, Istio & Kubeflow Serving
- Building and Managing a Centralized Kubeflow Platform at Spotify
- Hyperparameter Tuning Using Kubeflow
- Managing Machine Learning in Production with Kubeflow and DevOps
- Machine Learning as Code: and Kubernetes with Kubeflow
- Artificial Intelligence at Cisco with Kubeflow
- CNCF (Cloud Native Computing Foundation) channel
- Google Cloud Platform channel
Videos
Tutorials and overviews published in video format
The following tutorials and overviews published in video format. Be aware that a video describes the interfaces at the time of publication of the video. Some interfaces are under rapid development and therefore may change frequently.
Keynote: Machine Learning using Kubeflow and Kubernetes
February 26, 2020
Presenter: Arun Gupta.
Enabling Kubeflow with Enterprise-Grade Auth for On-Prem Deployments
November 22, 2019
Presenters: Yannis Zarkadas & Krishna Durai.
Supercharge Kubeflow Performance on GPU Clusters
November 22, 2019
Presenters: Meenakshi Kaushik and Neelima Mukiri, Cisco.
Towards Continuous Computer Vision Model Improvement with Kubeflow
November 22, 2019
Presenters: Derek Hao Hu and Yanjia Li.
Measuring and Optimizing Kubeflow Clusters at Lyft
November 22, 2019
Presenters: Konstantin Gizdarski and Richard Liu.
Tutorial: From Notebook to Kubeflow Pipelines: An End-to-End Data Science Workflow
November 22, 2019
Presenters: Michelle Casbon, Google; Stefano Fioravanzo, Fondazione Bruno Kessler, and Ilias Katsakioris, Arrikto.
Building a Medical AI with Kubernetes and Kubeflow
November 22, 2019
Presenter: Jeremie Vallee, Babylon Health.
Panel: Enterprise-grade, On-prem Kubeflow in the Financial Sector
November 21, 2019
Panel: Laura Schornack, JPMorgan Chase; Jeff Fogarty, US Bank; Josh Bottum, Arrikto; and Thea Lamkin, Google.
Advanced Model Inferencing Leveraging KNative, Istio & Kubeflow Serving
November 21, 2019
Presenters: Animesh Singh and Clive Cox.
Building and Managing a Centralized Kubeflow Platform at Spotify
November 21, 2019
Presenters: Keshi Dai and Ryan Clough, Spotify.
Hyperparameter Tuning Using Kubeflow
July 5, 2019
Presenters: Richard Liu, Google and Johnu George, Cisco Systems.
Managing Machine Learning in Production with Kubeflow and DevOps
May 31, 2019
Presenters: David Aronchick, Microsoft.
Machine Learning as Code: and Kubernetes with Kubeflow
December 15, 2018
Presenters: Jason “Jay” Smith and David Aronchick.
Artificial Intelligence at Cisco with Kubeflow
October 19, 2018
Presenter: Debo Dutta, Distinguished Engineer at Cisco.
CNCF (Cloud Native Computing Foundation) channel
A YouTube search for Kubeflow in the CNCF (Cloud Native Computing Foundation) channel.
Google Cloud Platform channel
A YouTube search for Kubeflow in the Google Cloud Platform channel.
Last modified 12.10.2020: Removed out of date notifications - KFP Overview, Examples section, Google Cloud Fairing docs (#2276) (97dc7469)
