Merge pull request #1559 from iterative/restyled/july_heartbeat

Restyle July '20 Heartbeat

content/blog/2020-07-10-july-20-dvc-heartbeat.md

@@ -3,10 +3,10 @@ title: July '20 Heartbeat
 date: 2020-07-10
 description: |
   Catch up on new DVC releases, talks, and projects in our community. 
-  This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore. 
+  This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore.
 descriptionLong: |
   Catch up on new DVC releases, talks, and projects in our community. 
-  This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore. 
+  This month, we recap the DVC 1.0 release, making the list of top 20 fastest growing open-source startups, and interviews galore.
 picture: 2020-07-10/july_20_heartbeat_header.png
 author: elle_obrien
 commentsUrl: https://discuss.dvc.org/t/june-20-heartbeat/404
@@ -20,61 +20,131 @@ tags:
   - Meetup
 ---
 
-Welcome to the July Heartbeat, our monthly roundup of [new releases](#news), [talks](#community-activity), and [upcoming events](#coming-up-soon) in the DVC community.
+Welcome to the July Heartbeat, our monthly roundup of [new releases](#news),
+[talks](#community-activity), and [upcoming events](#coming-up-soon) in the DVC
+community.
 
 ## News
+
 ### DVC 1.0 release
-On June 22, DVC entered a new era: the [official release of version 1.0](https://dvc.org/blog/dvc-1-0-release). After several weeks of bug-catching with our pre-release, the team has issued DVC 1.0 for the public! Now when you [install DVC through your package manager of choice](https://dvc.org/doc/install), you'll get the latest version. Welcome to the future.
+
+On June 22, DVC entered a new era: the
+[official release of version 1.0](https://dvc.org/blog/dvc-1-0-release). After
+several weeks of bug-catching with our pre-release, the team has issued DVC 1.0
+for the public! Now when you
+[install DVC through your package manager of choice](https://dvc.org/doc/install),
+you'll get the latest version. Welcome to the future.
 
 To recap, DVC 1.0 has some big new features like:
+
 - Plots powered by Vega-Lite so you can compare metrics across commits
-- New and easier pipeline configuration files- edit your DVC pipeline like a text file!
-- Optimizations for data transfer speed 
+- New and easier pipeline configuration files- edit your DVC pipeline like a
+  text file!
+- Optimizations for data transfer speed
 
-Read all the [release notes](https://dvc.org/blog/dvc-1-0-release) for more, and stop by our [Discord](https://discordapp.com/invite/dvwXA2N) if you need support migrating (don't worry, 1.0 is backwards compatible). 
+Read all the [release notes](https://dvc.org/blog/dvc-1-0-release) for more, and
+stop by our [Discord](https://discordapp.com/invite/dvwXA2N) if you need support
+migrating (don't worry, 1.0 is backwards compatible).
 
 ### 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.
+
+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.
 
 ![](/uploads/images/2020-07-10/top20startups.png)
 
 ### 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. 👋
+
+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. 👋
 
 ## Community activity
 
-We've been busy! Although we are mostly homebound these days, there has been no shortage of speaking engagements. Here's a recap.
+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! 
+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!
 
 https://www.youtube.com/watch?v=EWcpALbzZRg
 
-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. 
+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.
 
 https://www.youtube.com/watch?v=ojV1tK9jXH8&t=2295s
 
-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) about developing strong computational infrastructure and practices in research as part of the [Virtual Conference on Computational Audiology](https://computationalaudiology.com/). 
+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)
+about developing strong computational infrastructure and practices in research
+as part of the
+[Virtual Conference on Computational Audiology](https://computationalaudiology.com/).
+
+In addition to outlining key components of scientific reproducibility and
+project management, Cris and I did some investigating. We conducted an informal
+survey asking about the biggest barriers to making research reproducible and
+shareable. Participants overwhelmingly answered that they lack time and
+incentives. Difficulty managing dependencies (both data and software) was
+another popular answer. Sounds a bit like softare before
+[DevOps](https://en.wikipedia.org/wiki/DevOps)... For the curious, the workshop
+is still viewable!
 
-In addition to outlining key components of scientific reproducibility and project management, Cris and I did some investigating. We conducted an informal survey asking about the biggest barriers to making research reproducible and shareable. Participants overwhelmingly answered that they lack time and incentives. Difficulty managing dependencies (both data and software) was another popular answer. Sounds a bit like softare before [DevOps](https://en.wikipedia.org/wiki/DevOps)... For the curious, the workshop is still viewable!
-
 https://www.youtube.com/watch?v=W4CoptalWw0
 
-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. 
+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.
 
 ## Coming up soon
 
 Some things to watch out for in the next few weeks:
 
-- **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 [Elizabeth Hutton](https://github.com/ehutt), plus time for Q&A with the DVC team- you can [watch the recording](https://www.youtube.com/watch?v=19GMtrFykSU&list=PLVeJCYrrCemiOc1SS_PIB3Tb3HX0Aqw3j) if you missed it!
+- **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
+  [Elizabeth Hutton](https://github.com/ehutt), plus time for Q&A with the DVC
+  team- you can
+  [watch the recording](https://www.youtube.com/watch?v=19GMtrFykSU&list=PLVeJCYrrCemiOc1SS_PIB3Tb3HX0Aqw3j)
+  if you missed it!
 
-  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! 
+  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!
 
 <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>
 
-- 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 soon be more ways for folks to learn rigorous data engineering concepts and practices. 
+- 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
+  soon be more ways for folks to learn rigorous data engineering concepts and
+  practices.
 
-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!
+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!