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Showing posts from July, 2019

Convolutional networks

Best article: https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ Best free video: https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv https://www.youtube.com/watch?v=ArPaAX_PhIs&list=PLkDaE6sCZn6Gl29AoE31iwdVwSG-KnDzF Channel https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w

Parallelizing Scientific Python with Dask | SciPy 2018 Tutorial | James ...

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Kubernetes (Openshift) secret in a Jenkins slave

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Recently I created data - science model training and upload CI/CD pipeline in OpenShift. I had next idea: Data-scientist creates new model and uploads it in a repository. A repository triggers web-hook and notifies OpenShift about pushed / merged commit. Jenkins starts an execution of commands described in Jenkinsfile. Jenkinsfile in my case contains list of commands to create a container, train a model there, test it, wrap it and then synchronize it  with a responsible Jenkins slave (slave started the process). Then slave uploads an artifact in to a system.  The only problem I met implementing this solution was injecting certificates into a Jenkins slave. I tried different ideas - mounting secrets as volumes to a shared folder in Jenkins master, using Kubernetes plugin form for attaching secrets... - I didn't get any result. Help, I received from my colleague Michael, solution is quite simple, but not easy to found. Create a special type of 'ssh-auth' ...

x.509 certificate with Spring

https://www.youtube.com/watch?v=_HfWDtu7A5I and https://stackoverflow.com/questions/48111084/authentication-by-certificate-for-webflux and  https://blog.codecentric.de/en/2018/08/x-509-client-certificates-with-spring-security/