MLOps Sig


Animesh Singh
 

Hi Team

Tomorrow we will be meeting at 9 PST. Proposing the following agenda - please give feedback.

1. Animesh to give feedback from his talk at TFWorld on Kubeflow and Tensorflow Extended Pipelines

2. Andrea to talk about
a) Tekton/Argo step by step comparison
b) Demo the flip-coin equivalent pipeline in Tekton

3. Pavel to talk about current KFP/TFX merge discussion

Anyone else have something they would like to bring forward? i would like to hear about if folks have data about scalability of these pipeline solutions.

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


__________________

Page for the MLOps Sig here: https://lists.cd.foundation/g/sig-mlops
Permanent Zoom Link: https://zoom.us/j/667125842


Animesh Singh
 

Also since there was a confusion last time vis a vis the meeting link, please make sure we are all using this.
https://zoom.us/j/667125842

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


Animesh Singh---11/06/2019 05:20:33 PM---Hi Team Tomorrow we will be meeting at 9 PST. Proposing the following agenda - please give feedback

From: Animesh Singh/Burlingame/IBM
To: Andrea Frittoli/UK/IBM@IBMGB, as@..., cc@..., dournov@..., hamel.husain@..., jlewi@..., kdelamarck@..., mneale@..., Peng QL Li/China/IBM@IBMCN, pmackinn@..., rd@..., sig-mlops@..., vpavlin@..., cdf-toc@...
Date: 11/06/2019 05:20 PM
Subject: MLOps Sig




Hi Team

Tomorrow we will be meeting at 9 PST. Proposing the following agenda - please give feedback.

1. Animesh to give feedback from his talk at TFWorld on Kubeflow and Tensorflow Extended Pipelines

2. Andrea to talk about
a) Tekton/Argo step by step comparison
b) Demo the flip-coin equivalent pipeline in Tekton

3. Pavel to talk about current KFP/TFX merge discussion

Anyone else have something they would like to bring forward? i would like to hear about if folks have data about scalability of these pipeline solutions.

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


__________________

Page for the MLOps Sig here: https://lists.cd.foundation/g/sig-mlops
Permanent Zoom Link: https://zoom.us/j/667125842




Alejandro Saucedo
 

Good morning Animesh,

Thank you for the agenda - really looking forward to it.

We have put together a hands-on end-to-end MLOps tutorial using Jenkins X and Seldon that we would be very keen to share + get everyone's thoughts.

This basically consists of a JX quickstart that allows you to leverage Seldon's pre-packaged model servers to deploy your model as a "Jenkins X application" which can be tested e2e via Tekton and promoted via gitops across multiple (staging / production) environments.


Best wishes,


Alejandro Saucedo

Machine Learning Engineering Director at Seldon


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, Nov 7, 2019 at 1:20 AM Animesh Singh <singhan@...> wrote:

Hi Team

Tomorrow we will be meeting at 9 PST. Proposing the following agenda - please give feedback.

1. Animesh to give feedback from his talk at TFWorld on Kubeflow and Tensorflow Extended Pipelines

2. Andrea to talk about
a) Tekton/Argo step by step comparison
b) Demo the flip-coin equivalent pipeline in Tekton

3. Pavel to talk about current KFP/TFX merge discussion

Anyone else have something they would like to bring forward? i would like to hear about if folks have data about scalability of these pipeline solutions.

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


__________________

Page for the MLOps Sig here: https://lists.cd.foundation/g/sig-mlops
Permanent Zoom Link: https://zoom.us/j/667125842


Terry Cox
 

Happy to describe the Tekton-based MLOps functionality within Jenkins-X if that helps.

Terry Cox
Bootstrap Ltd
+44 (7797) 828891
+44 (845) 287-2345

On 7 Nov 2019, at 01:20, Animesh Singh <singhan@...> wrote:



Hi Team

Tomorrow we will be meeting at 9 PST. Proposing the following agenda - please give feedback.

1. Animesh to give feedback from his talk at TFWorld on Kubeflow and Tensorflow Extended Pipelines

2. Andrea to talk about
a) Tekton/Argo step by step comparison
b) Demo the flip-coin equivalent pipeline in Tekton

3. Pavel to talk about current KFP/TFX merge discussion

Anyone else have something they would like to bring forward? i would like to hear about if folks have data about scalability of these pipeline solutions.

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


__________________

Page for the MLOps Sig here: https://lists.cd.foundation/g/sig-mlops
Permanent Zoom Link: https://zoom.us/j/667125842