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Abstract:
Cloud-Native AI on Kubernetes with Kubeflow
This talk highlights common problems that machine learning projects are facing across their various lifecycle phases. It will show how combining techniques of both Cloud and the emerging area of MLOps can help to solve these.
For this purpose, this talk will present Google's cloud-native ML platform "Kubeflow". It aims to accompany the ML project’s lifecycle by using scalable workflows, simplifying model deployments, and thus enabling the professional usage of AIs in production.
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Speaker Profile:
Tobias Goerke is a consultant at the viadee Unternehmensberatung in Münster, Germany. In his role of a data scientist he focuses on explainable AI and MLOps.
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Interested in giving a talk at one of our next events? Please do not hesitate to contact us :-)
viadee Unternehmensberatung AG
Cloud Data Scientist
I love working with data and am excited to see AI and ML are coming of age. I am passionate about leveraging their value and helping them going into production. Thus, I advocate innovative MLOps tools, which in combination with cloud technologies promise a bright future for Data Sciences and deployments thereof.
viadee Unternehmensberatung AG
Competence Lead for Cloud Platforms&Architectures
Co-Organizer
