Operate First Data Science Community Meetup #11
by Aakanksha Duggal
Hello all,
Please join us for another *Operate First Data Science Community Meetup *on
Tuesday, *May 3rd, 2022 at 11:00 ET*. In this talk, @Surya Pathak
<supathak(a)redhat.com> will go over different hashing techniques used for
data obfuscation. A common scenario encountered by data scientists is
sharing confidential and sensitive data with others. A lot of data we
collect today can easily be linked to an individual, household, or entity.
What should we do when we need to share these data with others? One of the
methods to anonymize personal and confidential data is by using data
obfuscation techniques.
Data obfuscation is the process of replacing sensitive information with
data that looks like real production information, making it useless to
malicious actors. In addition to this, we will also go over the obfuscation
technique we used for obfuscating meetup attendees’ data.
Subscribe to our calendar
<https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...>
for
event details.
To learn more about the Operate First Data Science Community, visit our
website
<https://www.operate-first.cloud/data-science/operate-first-data-science-c...>
and
find the agenda for the upcoming meetups here
<https://www.operate-first.cloud/data-science/operate-first-data-science-c...>
.
We look forward to seeing you at the Meetup!
Best,
The Operate First Data Science Team
Links:
1. Calendar Invite:
https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...
2. Topic suggestion:
https://github.com/aicoe-aiops/cloud-first-data-science-community/issues/...
3. Website:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
4. Agenda:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
5. Slack:
https://join.slack.com/t/operatefirst/shared_invite/zt-o2gn4wn8-O39g7sthT...
6.
Mailing List:
https://lists.operate-first.cloud/admin/lists/community.lists.operate-fir...
7. Privacy Policy:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
--
Thanks and Regards,
Aakanksha Duggal
She/Her
Software Engineer
Red Hat Boston <https://www.redhat.com/>
AI Center of Excellence
Office of the CTO
aduggal(a)redhat.com
<https://www.redhat.com/>
2 years, 7 months
KubeCon vision and plan [IMPORTANT]
by Karsten Wade
All:
KubeCon Europe in Valencia, Spain is just three weeks away, 16 - 18 May.
Our expanded presence for the Operate First project is in the works, and I
want to share with you all the vision and moving parts
for this KubeCon. This is my first time organizing multiple streams toward
a KubeCon goal, so increasing transparency can only help. :)
In this email are the overview for the event, followed by the work all
y'all are doing to help us make a great first impression to KubeCon
attendees.
# Overview
After a soft-debut of our messaging and presence at KubeCon LA 2021, we are
working on spreading our presence and relationships at KubeCon Europe
<https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/> in
Valencia, Spain 16 - 18 May 2022.
Below are some details of what workstreams are underway with changes to the
website. I'd like to see as much as possible live by Monday 16 May.
## Onsite presence
Several members of the Operate First project team are attending KubeCon for
a range of activities:
Tom Coufal is presenting at the main KubeCon (Implementing Anti-patterns:
Kubernetes Cross-namespace Resource Ownership <https://sched.co/ytqC>) and
at the OpenShift Commons
<https://commons.openshift.org/gatherings/OpenShift_Commons_Gathering_at_K...>,
where he'll give a lighting talk focused on that ecosystem.
In addition to attending and helping out at the OpenShift Commons, Marcel
and I have an in-person deep-scheming session with folks from the OKD
community around common interests. More to come in our report-out from that
meeting.
We'll also be at the Red Hat booth, starting new discussions and advancing
ones from KubeCon LA. For an Open Source project of our type, this is an
important and excellent place for us to have a solid presence.
In addition, I see folks in our world such as members of SIG-SRE who are
giving talks, so we'll do some work to make sure we're all aware of each
other and have a common message about Operate First to share in your
presentations and hallway discussions.
# Pre-event deliverables
I may be missing something overall or some details. What would you add?
Website updates
- The new working group has changes to rollout for the main menu,
information architecture, and adding a new Getting Started page.
- We are looking to improve the message and call-to-action on the front
page.
Getting Started page
- Welcomes the new user/contributor with curated content covering the range
from "What is git? What is a hub?" to merging your first pull request.
Blog -- we're looking to groups like SIG-SRE to get up the first set of
greenfield articles.
User and Contributor Handbook
- The Contributor Experience Documentation WG has decided to rename the
"Community Handbook" to the User and Contributor Handbook.
- The new name is intended to make clear its purpose of supporting all
people in using, participating, and contributing to this project and
community.
- Content will include process/how-to for blog writers, editors, and
reviewers.
- The process for contributing to the handbook is documented and will be
highlighted.
- A separate thread will be started about this, where your comments and
bikeshed colors are welcome.
# Event week actions
Help Operate First be part of the Red Hat top-trending social media
presence, instructions to come in a separate email.
That's all for now, much more to come. :)
- Karsten
--
Karsten Wade [he/him/his] | Principal Community Architect | @quaid
Red Hat Open Source Program Office (OSPO) : @redhatopen
The Open Source Way : https://theopensourceway.org
Operate First : https://operate-first.cloud
2 years, 8 months
Operate First Data Science Community Meetup #10
by Aakanksha Duggal
Hello all,
Please join us for another Operate First Data Science Community Meetup on
Tuesday, *April 19th, 2022 at 11:00 ET*. In this talk, @Selbi Nuryyeva
<selbi(a)redhat.com> will explain how one can distribute a machine learning
workflow across several nodes with GPU hardware in a cloud environment. She
will use PyTorch to carry out the ML training and Kubeflow, Node Feature
Discovery, and GPU operators to distribute the ML workload.
As the datasets and models get bigger, the demand for more powerful and
efficient GPUs is rapidly increasing. Oftentimes a single GPU is not
adequate for an ML use case. An alternative to upgrading the GPU hardware
is to distribute the ML workload either across several GPUs on one node, or
across multiple nodes each containing one or several GPUs. The ability for
the latter is especially preferred when a single machine can fit only so
many GPUs. The attendees will understand how to overcome the GPU hardware
limits of a single node training by taking advantage of GPUs on other
machines, and therefore, maximizing the utilization of GPUs in an open
cloud environment.
Subscribe to our calendar
<https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...>
for event details.
To learn more about the Operate First Data Science Community, visit our
website
<https://www.operate-first.cloud/data-science/operate-first-data-science-c...>
and find the agenda for the upcoming meetups here
<https://www.operate-first.cloud/data-science/operate-first-data-science-c...>.
We look forward to seeing you at the Meetup!
Best,
The Operate First Data Science Team
Links:
1. Calendar Invite:
https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...
2. Topic suggestion:
https://github.com/aicoe-aiops/cloud-first-data-science-community/issues/...
3. Website:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
4. Agenda:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
5. Slack:
https://join.slack.com/t/operatefirst/shared_invite/zt-o2gn4wn8-O39g7sthT...
6.
Mailing List:
https://lists.operate-first.cloud/admin/lists/community.lists.operate-fir...
7. Privacy Policy:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
--
Thanks and Regards,
Aakanksha Duggal
She/Her
Software Engineer
Red Hat Boston <https://www.redhat.com/>
AI Center of Excellence
Office of the CTO
aduggal(a)redhat.com
<https://www.redhat.com/>
2 years, 8 months
Operate First Data Science Community Meetup #9
by Aakanksha Duggal
Hello all,
Please join us for another Operate First Data Science Community Meetup
on Tuesday, *April 5th, 2022 at 11:00 ET*. In this meetup, get an
overview of *AI4CI - Artificial Intelligence for Continuous
Integration <https://www.operate-first.cloud/data-science/ai4ci>**, *a
collection of open-source AIOps tools involving open operations data
made available by Kubernetes testing and visualization platforms.
The speakers will demonstrate how they developed a set of Jupyter
Notebooks which are automated using Kubeflow Pipelines into repeatable
processes that collect data from various open CI/CD data platforms,
calculate and visualize key performance indicator metrics, build AI/ML
services to support operations and create a reproducible workflow
around these processes. In this session, attendees learn about a set
of AIOps services deployed on Operate First
<https://www.operate-first.cloud/> that they can start using and get
familiarized with how to use the set of tools available on the Operate
First cloud to deploy their own workloads.
Subscribe to our calendar
<https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...>
for event details.
To learn more about the Operate First Data Science Community, visit
our website <https://www.operate-first.cloud/data-science/operate-first-data-science-c...>
and find the agenda for the upcoming meetups here
<https://www.operate-first.cloud/data-science/operate-first-data-science-c...>.
We look forward to seeing you at the Meetup!
Best,
The Operate First Data Science Team
Links:
1. Calendar Invite:
https://calendar.google.com/calendar/u/2?cid=N3QyMm1ydm92amNmdTZqZm5ucDRu...
2. Topic suggestion:
https://github.com/aicoe-aiops/cloud-first-data-science-community/issues/...
3. Website: https://www.operate-first.cloud/data-science/operate-first-data-science-c...
4. Agenda: https://www.operate-first.cloud/data-science/operate-first-data-science-c...
5. Slack: https://join.slack.com/t/operatefirst/shared_invite/zt-o2gn4wn8-O39g7sthT...
6. Mailing List:
https://lists.operate-first.cloud/admin/lists/community.lists.operate-fir...
7. Privacy Policy:
https://www.operate-first.cloud/data-science/operate-first-data-science-c...
--
Thanks and Regards,
Aakanksha Duggal
She/Her
Software Engineer
Red Hat Boston <https://www.redhat.com/>
AI Center of Excellence
Office of the CTO
aduggal(a)redhat.com
<https://www.redhat.com/>
2 years, 8 months