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Re: MLOps in Jenkins-X
The intention is to get the Data Scientists out of the habit of working in isolation on their laptops for months and focus them on being regular and iterative collaborators to an MLOps team in a distributed production-capable environment.
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In practice, most of the DS team seem keen to maintain the service component of their ML solution and as a result are learning very rapidly about the practical challenges of scaling distributed solutions effectively. Terry Cox Bootstrap Ltd +44 (7797) 828891 +44 (845) 287-2345
On 7 Jan 2020, at 01:12, Michael Neale <mneale@...> wrote:
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Re: MLOps in Jenkins-X
Michael Neale
That is pretty cool Terry. With the training repo - is the idea that datascience type persons work in that, play with their data/model/notebooks, and when ready commit or issue a pull request to the *training* repo? do they then look at the PR in the service repo to test the real thing out? what is the workflow between data science experts and the engineers that work on the service/app that you see out there?
On Fri, Dec 20, 2019 at 5:41 AM Terry Cox <terry@...> wrote:
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Regards, Michael Neale twitter: @michaelneale, skype: michael_d_neale Cell: +61 423175597 (Australia) Cofounder @ CloudBees
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Slack invite
There is a fresh invite to join the CDF community Slack here:
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Re: MLOps Sig
Dan Lopez <dlopez@...>
Hi Animesh Can you or someone post these to the MLOps repo on github under minutes and other artifacts? Please let me know if you need assistance
On Thu, Dec 19, 2019 at 7:29 AM Animesh Singh <singhan@...> wrote:
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Re: Zoom Link
Dan Lopez <dlopez@...>
Hi All, Apologies for the Zoom link malfunctioning. I am not sure what is the issue. Please feel free to open issues like this on https://github.com/cdfoundation/foundation/issues Here is the ticket to provide more information and coordinate: https://github.com/cdfoundation/foundation/issues/122 Best,
On Thu, Dec 19, 2019 at 9:43 AM Animesh Singh <singhan@...> wrote:
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MLOps in Jenkins-X
As discussed in the SIG meeting, here is a link to a quick demo
video of MLOps within Jenkins-X. Things are developing fairly
quickly and we plan to have a broad range of template projects in
our public repo in the new year. Terry
Cox
Bootstrap
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Zoom Link
Use this I'm on the link sent on the updated 30 minute window but it says "the host has another meeting in progress." Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
On Thu, Dec 19, 2019 at 5:35 PM Animesh Singh <singhan@...> wrote:
Regards, Animesh Singh STSM and Chief Architect - Data and AI Open Source Platform IBM Kubeflow Engagement Lead North America Chair, Linux Foundation AI, Trusted AI CNCF Ambassador Member of IBM Academy of Technology (IBM AoT) http://twitter.com/AnimeshSingh  "Alejandro Saucedo" ---12/19/2019 08:02:32 AM---Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorialFrom: "Alejandro Saucedo" <as@...> To: sig-mlops@..., Animesh Singh <singhan@...> Date: 12/19/2019 08:02 AM Subject: [EXTERNAL] Re: [sig-mlops] MLOps Sig: Call for Agenda and availability tomorrow Sent by: sig-mlops@... Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial that automates the deployment of model through GitOps with Jenkins X and Seldon. We dived into this end-to-end tutorial with the Cloudbees and Jenkins X team earlier this week (Terry's feedback was especially useful as well), and would be keen to showcase in the following call. The idea of the roadmap that Terry proposed is certainly something we'd be keen to dive into as well, as it would allow for a more structured / strategic approach towards building / suggesting examples on the MLOps sig. @Animesh Singh what would be the best way to add points to the agenda? Is this something that can be done through the Wiki? Thank you all, looking forward to the session today! Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
Hamel Husain
https://github.com/cdfoundation/sig-mlops/issues/5 Terry Cox Bootstrap Ltd
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Hi all, Unfortunately, we may be experiencing another zoom glitch. I can't seem to join the meeting using the link in Animesh's original email. The message "The host has another meeting in progress is being displayed". Best wishes, Kara
On Thu, Dec 19, 2019 at 4:01 PM Alejandro Saucedo <as@...> wrote:
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Lets use this. I'm on the link sent on the updated 30 minute window but it says "the host has another meeting in progress." Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
On Thu, Dec 19, 2019 at 5:35 PM Animesh Singh <singhan@...> wrote:
Regards, Animesh Singh STSM and Chief Architect - Data and AI Open Source Platform IBM Kubeflow Engagement Lead North America Chair, Linux Foundation AI, Trusted AI CNCF Ambassador Member of IBM Academy of Technology (IBM AoT) http://twitter.com/AnimeshSingh  "Alejandro Saucedo" ---12/19/2019 08:02:32 AM---Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorialFrom: "Alejandro Saucedo" <as@...> To: sig-mlops@..., Animesh Singh <singhan@...> Date: 12/19/2019 08:02 AM Subject: [EXTERNAL] Re: [sig-mlops] MLOps Sig: Call for Agenda and availability tomorrow Sent by: sig-mlops@... Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial that automates the deployment of model through GitOps with Jenkins X and Seldon. We dived into this end-to-end tutorial with the Cloudbees and Jenkins X team earlier this week (Terry's feedback was especially useful as well), and would be keen to showcase in the following call. The idea of the roadmap that Terry proposed is certainly something we'd be keen to dive into as well, as it would allow for a more structured / strategic approach towards building / suggesting examples on the MLOps sig. @Animesh Singh what would be the best way to add points to the agenda? Is this something that can be done through the Wiki? Thank you all, looking forward to the session today! Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
Hamel Husain
https://github.com/cdfoundation/sig-mlops/issues/5 Terry Cox Bootstrap Ltd
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Alejandro Saucedo
I'm on the link sent on the updated 30 minute window but it says "the host has another meeting in progress."
Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
On Thu, Dec 19, 2019 at 5:35 PM Animesh Singh <singhan@...> wrote:
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Re: MLOps Sig: Call for Agenda and availability tomorrow
No. "The host has a another meeting in progress".
On 19/12/2019 17:35, Animesh Singh
wrote:
So the zoom is giving me trouble - are you folks able to get in?
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Re: MLOps Sig: Call for Agenda and availability tomorrow
So the zoom is giving me trouble - are you folks able to get in? Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial that automates the deployment of model through GitOps with Jenkins X and Seldon. We dived into this end-to-end tutorial with the Cloudbees and Jenkins X team earlier this week (Terry's feedback was especially useful as well), and would be keen to showcase in the following call. The idea of the roadmap that Terry proposed is certainly something we'd be keen to dive into as well, as it would allow for a more structured / strategic approach towards building / suggesting examples on the MLOps sig. @Animesh Singh what would be the best way to add points to the agenda? Is this something that can be done through the Wiki? Thank you all, looking forward to the session today! Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
On Thu, Dec 19, 2019 at 2:42 PM Hamel Husain <hamel.husain@...> wrote:
Hamel Husain
https://github.com/cdfoundation/sig-mlops/issues/5 Terry Cox Bootstrap Ltd
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Alejandro Saucedo
Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial that automates the deployment of model through GitOps with Jenkins X and Seldon. We dived into this end-to-end tutorial with the Cloudbees and Jenkins X team earlier this week (Terry's feedback was especially useful as well), and would be keen to showcase in the following call. The idea of the roadmap that Terry proposed is certainly something we'd be keen to dive into as well, as it would allow for a more structured / strategic approach towards building / suggesting examples on the MLOps sig. @Animesh Singh what would be the best way to add points to the agenda? Is this something that can be done through the Wiki? Thank you all, looking forward to the session today!
Best wishes, Alejandro Saucedo Machine Learning Engineering Director at Seldon @seldon_io / Newsletter / Github / YouTube Seldon secures £2.7m in Seed round led by Amadeus.
Seldon Technologies Ltd, Rise London (map). Registered in England & Wales, No. 9188032. VAT GB 258424587. Privacy Policy.
On Thu, Dec 19, 2019 at 2:42 PM Hamel Husain <hamel.husain@...> wrote:
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MLOps Sig
Description
So far the following assets have been produced/linked as an output from here. Samples
Regards, Animesh Singh STSM and Chief Architect - Data and AI Open Source Platform IBM Kubeflow Engagement Lead North America Chair, Linux Foundation AI, Trusted AI CNCF Ambassador Member of IBM Academy of Technology (IBM AoT) http://twitter.com/AnimeshSingh https://zoom.us/j/667125842 __________________ Hi folks Want to assess availability of folks for tomorrow, and agenda items they would like to bring up for 9:30 PST meeting tomorrow- If most of the folks are dispersing, ir have dispersed for holidays, would be best to reboot from next year onwards. https://zoom.us/j/667125842 at 9:30 AM PST
So far the following assets have been produced/linked as an output from here. Samples
Regards, Animesh Singh STSM and Chief Architect - Data and AI Open Source Platform IBM Kubeflow Engagement Lead North America Chair, Linux Foundation AI, Trusted AI CNCF Ambassador Member of IBM Academy of Technology (IBM AoT) http://twitter.com/AnimeshSingh
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Hamel Husain
I can attend as well! But I might be 15 min late Hamel Husain
On Thu, Dec 19, 2019 at 6:28 AM Kara de la Marck <kdelamarck@...> wrote:
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Re: MLOps Sig: Call for Agenda and availability tomorrow
Looking forward to today's meeting! Lots of interesting discussions to be had. Best wishes, Kara de la Marck
On Thu, Dec 19, 2019 at 9:57 AM Terry Cox <terry@...> wrote:
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Re: MLOps Sig: Call for Agenda and availability tomorrow
I will be attending and have previously submitted an agenda item here:
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MLOps Sig: Call for Agenda and availability tomorrow
Hi folks
So far the following assets have been produced/linked as an output from here. Samples Regards, Animesh Singh STSM and Chief Architect - Data and AI Open Source Platform IBM Kubeflow Engagement Lead North America Chair, Linux Foundation AI, Trusted AI CNCF Ambassador Member of IBM Academy of Technology (IBM AoT) http://twitter.com/AnimeshSingh
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MLOps Sig Meeting cancelled for today
MLOps Sig meeting cancelled for today. Folks have been busy Coming out if KubeCon and Thanksgiving holiday week. I still don't have access to the meeting calendar to get it cancelled from there.
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At KubeCon: MLOps Sig Meeting cancelled for today
Hi all
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"Alejandro Saucedo" ---12/19/2019 09:37:19 AM---I'm on the link sent on the updated 30 minute window but it says "the host has another meeting in pr
"Alejandro Saucedo" ---12/19/2019 08:02:32 AM---Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial
"Alejandro Saucedo" ---12/19/2019 08:02:32 AM---Good afternoon all, As discussed in the last call, we have an end-to-end MLOps demo/tutorial