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Restyle July '20 Heartbeat #1560

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90 changes: 49 additions & 41 deletions content/blog/2020-07-10-july-20-dvc-heartbeat.md
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Expand Up @@ -30,13 +30,12 @@ tags:
---

Welcome to the July Heartbeat, our monthly roundup of [new releases](#news),
<<<<<<< HEAD
[talks](#community-activity), [great articles](#good-reads), and
[upcoming events](#coming-up-soon) in the DVC community.
=======
<<<<<<< HEAD [talks](#community-activity), [great articles](#good-reads), and
[upcoming events](#coming-up-soon) in the DVC community. =======
[talks](#community-activity), and [upcoming events](#coming-up-soon) in the DVC
community.
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## News

Expand All @@ -61,8 +60,11 @@ stop by our [Discord](https://discordapp.com/invite/dvwXA2N) if you need support
migrating (don't worry, 1.0 is backwards compatible).

<<<<<<< HEAD

### Virtual meetup!

=======

### DVC is in the top 20 fastest-growing open source startups

Konstantin Vinogradov at [Runa Capital](https://runacap.com/) used the GitHub
Expand All @@ -71,7 +73,8 @@ API to
in terms of stars and forks. He used these metrics to estimate the top 20
fastest growing startups in open source software. And guess what, DVC made the
cut! We're in great company.
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In May, we had our
[first every virtual meetup](http://localhost:8000/blog/may-20-dvc-heartbeat).We
Expand All @@ -81,60 +84,64 @@ team- you can
[watch the recording](https://www.youtube.com/watch?v=19GMtrFykSU&list=PLVeJCYrrCemiOc1SS_PIB3Tb3HX0Aqw3j)
if you missed it!

<<<<<<< HEAD
On Thursday, July 30, we're hosting our second meetup! Ambassador
<<<<<<< HEAD On Thursday, July 30, we're hosting our second meetup! Ambassador
[Marcel Ribeiro-Dantas](http://mribeirodantas.me/) is hosting once again. We'll
have short talks about causal modeling and CI/CD, plus lots of time for chatting
and catching up. Please RSVP!
=======
and catching up. Please RSVP! =======

### New team member

We have a new teammate-[Maxim Shmakov](https://www.linkedin.com/in/mvshmakov/),
previously of Yandex, is joining us! Maxim is a front-end engineer joining us
from Moscow. Please welcome him to DVC. 👋
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<blockquote class="embedly-card"><h4><a href="https://www.meetup.com/DVC-Community-Virtual-Meetups/events/271844501/">July DVC Meetup: Data Science & DevOps!</a></h4><p>This meetup will be hosted by DVC Ambassador Marcel! AGENDA:We have two 10-minute talks on the agenda:- Causal Modeling with DVC - Marcel- Continuous integration for ML case studies - Elle Following talks, we'll have Q&A with the DVC team and time for community discussion.</p></blockquote>
<script async src="//cdn.embedly.com/widgets/platform.js" charset="UTF-8"></script>

<<<<<<< HEAD

### DVC is in the top 20 fastest-growing open source startups

Konstantin Vinogradov at [Runa Capital](https://runacap.com/) used the GitHub
API to
[identify the fastest growing public repositories on GitHub](https://medium.com/runacapital/open-source-growth-benchmarks-and-the-20-fastest-growing-oss-startups-d3556a669fe6)
in terms of stars and forks. He used these metrics to estimate the top 20
fastest growing startups in open source software. And guess what, DVC made the
cut! We're in great company.
=======
We've been busy! Although we are mostly homebound these days, there has been no
shortage of speaking engagements. Here's a recap.
cut! We're in great company. ======= We've been busy! Although we are mostly
homebound these days, there has been no shortage of speaking engagements. Here's
a recap.

Co-founders Dmitry and Ivan appeared on the HasGeek TV series
[Making Data Science Work](https://hasgeek.com/fifthelephant/making-data-science-work-session-3/)
to discuss engineering for data science with hosts
[Venkata Pingali](https://www.linkedin.com/in/pingali/) and
[Indrayudh Ghoshal](https://www.linkedin.com/in/indrayudhghoshal/). The
livestream is available for viewing on YouTube!
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![](/uploads/images/2020-07-10/top20startups.png)

<<<<<<< HEAD

### New team member
=======
The same day, Dmitry appeared on the [MLOps.community](https://mlops.community/)
meetup to chat with host

======= The same day, Dmitry appeared on the
[MLOps.community](https://mlops.community/) meetup to chat with host
[Demetrios Brinkmann](https://www.linkedin.com/in/dpbrinkm/). They talked about
the open source ecosystem, the difference between tools and platforms, and what
it means to codify data.
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We have a new teammate-[Maxim Shmakov](https://www.linkedin.com/in/mvshmakov/),
previously of Yandex, is joining us! Maxim is a front-end engineer joining us
from Moscow. Please welcome him to DVC. 👋

<<<<<<< HEAD

## Community activity

We've been busy! Although we are mostly homebound these days, there has been no
Expand All @@ -147,18 +154,16 @@ shortage of speaking engagements. Here's a recap.
to discuss engineering for data science with hosts
[Venkata Pingali](https://www.linkedin.com/in/pingali/) and
[Indrayudh Ghoshal](https://www.linkedin.com/in/indrayudhghoshal/). The
livestream is available for viewing on YouTube!
=======
I (Elle) gave another talk at the
[MLOps Production & Engineering World](https://mlopsworld.com/) meeting, called
"Adapting continuous integration and continuous delivery for ML". I shared an
approach to using GitHub Actions & GitLab CI to start using continuous
integration in ML model training- and it turns out, this conference is generally
very excited about GitHub Actions! In another talk, GitHub technical advocate
[Jonathan Peck](https://www.linkedin.com/in/peckjon/), shared some great use
cases, including how he used an Nvidia Jetson Nano to run Actions. Generally,
the mood around GitHub Actions in the ML community is very encouraging for a
future with more automated data science practices.
livestream is available for viewing on YouTube! ======= I (Elle) gave another
talk at the [MLOps Production & Engineering World](https://mlopsworld.com/)
meeting, called "Adapting continuous integration and continuous delivery for
ML". I shared an approach to using GitHub Actions & GitLab CI to start using
continuous integration in ML model training- and it turns out, this conference
is generally very excited about GitHub Actions! In another talk, GitHub
technical advocate [Jonathan Peck](https://www.linkedin.com/in/peckjon/),
shared some great use cases, including how he used an Nvidia Jetson Nano to
run Actions. Generally, the mood around GitHub Actions in the ML community is
very encouraging for a future with more automated data science practices.

Extremely early the next morning, I co-led a workshop with clinician-scientist
[Cris Lanting](https://www.linkedin.com/in/crislanting/?originalSubdomain=nl)
Expand All @@ -181,7 +186,8 @@ Lastly, check out our virtual poster for
[SciPy 2020](https://www.scipy2020.scipy.org/)! We prepared a demo about
[packaging models and datasets like software](https://dvc.org/blog/scipy-2020-dvc-poster)
so they can be widely disseminated via GitHub.
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https://www.youtube.com/watch?v=EWcpALbzZRg

Expand All @@ -190,14 +196,13 @@ chat with host [Demetrios Brinkmann](https://www.linkedin.com/in/dpbrinkm/).
They talked about the open source ecosystem, the difference between tools and
platforms, and what it means to codify data.

<<<<<<< HEAD
https://www.youtube.com/watch?v=ojV1tK9jXH8&t=2295s
<<<<<<< HEAD https://www.youtube.com/watch?v=ojV1tK9jXH8&t=2295s

-I (Elle) gave a talk at the
[MLOps Production & Engineering World](https://mlopsworld.com/) meeting, called
"Adapting continuous integration and continuous delivery for ML". I shared an
approach to using GitHub Actions with ML projects. Video coming soon!
=======
approach to using GitHub Actions with ML projects. Video coming soon! =======

- **DVC Virtual Meetup.** In May, we had our
[first every virtual meetup](http://localhost:8000/blog/may-20-dvc-heartbeat).
We had amazing talks from [Dean Pleban](https://twitter.com/DeanPlbn) and
Expand All @@ -210,11 +215,13 @@ approach to using GitHub Actions with ML projects. Video coming soon!
[Marcel Ribeiro-Dantas](http://mribeirodantas.me/) is hosting once again.
We'll have short talks about causal modeling and CI/CD, plus lots of time for
chatting and catching up. Please RSVP!
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https://twitter.com/TMLS_TO/status/1273693487104503808

<<<<<<< HEAD

- Extremely early the next morning, I co-led a workshop with clinician-scientist
[Cris Lanting](https://www.linkedin.com/in/crislanting/?originalSubdomain=nl)
about developing strong computational infrastructure and practices in research
Expand Down Expand Up @@ -292,8 +299,8 @@ Thanks, we couldn't do it without our community! As always, thanks for joining
us and reading. There are lots ofways to stay in touch and we always love to
hear from you. Follow us on [Twitter](twitter.com/dvcorg), join our
[Discord server](https://discordapp.com/invite/dvwXA2N), or leave a blog
comment. Until next time! 😎
=======
comment. Until next time! 😎 =======

- Please stay tuned for details about [ML REPA](http://ml-repa.ru/) leader and
DVC Ambassador [Mikhail Rozhkov](https://twitter.com/mnrozhkov)'s Udemy
course! It will cover DVC and MLOps fundamentals. We're thrilled there will
Expand All @@ -304,4 +311,5 @@ As always, thanks for reading and being part of our community. There are lots of
ways to stay in touch. Follow us on [Twitter](twitter.com/dvcorg), join our
[Discord server](https://discordapp.com/invite/dvwXA2N), or leave a blog
comment. We always love to hear from you!
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