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use folded block scalar type (#2871)
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title: How Data Scientists Can Improve Their Productivity
date: 2017-05-15
description: |
description: >
Data science and machine learning are iterative processes. It is never
possible to successfully complete a data science project in a single pass.
descriptionLong: |
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title: R code and reproducible model development with DVC
date: 2017-07-24
description: |
description: >
There are a lot of example on how to use Data Version Control (DVC) with a
Python project. In this document I would like to see how it can be used with a
project in R.
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title: Data Version Control in Analytics DevOps Paradigm
date: 2017-07-27
description: |
description: >
Why DevOps matters in data science, what specific challenges data scientists
face in the day to day work, and how do we setup a better environment for the
team.
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title: ML Model Ensembling with Fast Iterations
date: 2017-08-23
description: |
description: >
Here we'll talk about tools that help tackling common technical challenges of
building pipelines for the ensemble learning.
descriptionLong: |
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title: Best practices of orchestrating Python and R code in ML projects
date: 2017-09-26
description: |
description: >
What is the best way to integrate R and Python languages in one data science
project? What are the best practices?
descriptionLong: |
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title: ML best practices in PyTorch dev conf 2018
date: 2018-10-18
description: |
description: >
In the Machine Learning (ML) field tools and techniques for best practices are
just starting to be developed.
descriptionLong: |
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title: March ’19 DVC❤️Heartbeat
date: 2019-03-05
description: |
description: >
The very first issue of the DVC Heartbeat! News, links, Discord discussions
from the community.
descriptionLong: |
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title: April ’19 DVC❤️Heartbeat
date: 2019-04-18
description: |
description: >
DVC creator Dmitry Petrov is giving a talk on PyCon 2019 🎤, new DVC logo
design, new Discord discussions, interesting reads that caught our eye, and
everything along the way.
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title: DVC project ideas for Google Season of Docs 2019
date: 2019-04-23
description: |
description: >
DVC.org is applying for Google Season of Docs — a new and unique program
sponsored by Google that pairs technical writers with open source projects to
collaborate on the open source project documentation.
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title: May ’19 DVC❤️Heartbeat
date: 2019-05-21
description: |
description: >
DVC accepted into Google Season of Docs 🎉, Dmitry's talk at the O’Reilly AI
Conference, new portion of Discord gems, and articles either created or
brought to us by our community.
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2 changes: 1 addition & 1 deletion content/blog/2019-06-26-june-19-dvc-heartbeat.md
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title: June ’19 DVC❤️Heartbeat
date: 2019-06-26
description: |
description: >
First DVC user survey, sharing our PyCon experience, new portion of Discord
discussions, and articles either created or brought to us by our community.
descriptionLong: |
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2 changes: 1 addition & 1 deletion content/blog/2019-08-01-july-19-dvc-heartbeat.md
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title: July ’19 DVC❤️Heartbeat
date: 2019-08-01
description: |
description: >
As we continue to grow DVC together with our fantastic contributors, we enjoy
more and more insights, discussions, and articles either created or brought to
us by our community.
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title: September ’19 DVC❤️Heartbeat
date: 2019-09-26
description: |
description: >
Announcing our first meetup in San Francisco, kicking off Google Season of
Docs program, sharing Open Source Summit experience, and more news, links, and
gems.
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2 changes: 1 addition & 1 deletion content/blog/2019-10-08-dvc-org-for-hacktoberfest-2019.md
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title: DVC.org for Hacktoberfest 2019
date: 2019-10-08
description: |
description: >
Our favorite month of the year Hacktoberfest is already in full swing and we
at DVC.org are so excited to be a part of it!
descriptionLong: |
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2 changes: 1 addition & 1 deletion content/blog/2019-11-05-october-19-dvc-heartbeat.md
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title: October ’19 DVC❤️Heartbeat
date: 2019-11-05
description: |
description: >
Every month we are sharing here our news, findings, interesting reads,
community takeaways, and everything along the way.
descriptionLong: |
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title: November ’19 DVC❤️Heartbeat
date: 2019-12-14
description: |
description: >
Co-hosting our first ever meetup, sharing our Hacktoberfest experience, 4K ⭐,
fresh Discord gems and other
news.
fresh Discord gems and other news.
descriptionLong: |
Every month we are sharing here our news, findings, interesting reads,
community takeaways, and everything along the way.
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title: January ’20 DVC❤️Heartbeat
date: 2020-01-17
description: |
description: >
Reaching 100 contributors, PyData LA, and more news from the DVC community.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
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2 changes: 1 addition & 1 deletion content/blog/2020-01-20-january-20-community-gems.md
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title: January '20 Community Gems
date: 2020-01-20
description: |
description: >
Great discussions and technical Q&A's from our users.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
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2 changes: 1 addition & 1 deletion content/blog/2020-02-04-gsoc-ideas-2020.md
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title: Join DVC for Google Summer of Code 2020
date: 2020-02-04
description: |
description: >
A call for student applications for Google Summer of Code 2020.
descriptionLong: |
DVC is looking for students to take part in
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title: February ’20 DVC❤️Heartbeat
date: 2020-02-10
description: |
DVC talks around the world,
new team members, and full-stack machine learning.
description: >
DVC talks around the world, new team members, and full-stack machine learning.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
and everything else along the way.
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title:
AITA for making this? A public dataset of Reddit posts about moral dilemmas
date: 2020-02-17
description: |
description: >
Releasing an open natural language dataset based on r/AmItheAsshole.
descriptionLong: |
Delve into an open natural language dataset of posts about moral dilemmas from
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2 changes: 1 addition & 1 deletion content/blog/2020-02-19-february-20-community-gems.md
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title: February '20 Community Gems
date: 2020-02-19
description: |
description: >
Great discussions and technical Q&A's from our users.
descriptionLong: |
Look here every month for great discussions and technical Q&A's from our users
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title: March ’20 DVC❤️Heartbeat
date: 2020-03-11
description: |
DVC discussions around the web,
our growing team, and recommended reading from the open source community.
description: >
DVC discussions around the web, our growing team, and recommended reading from
the open source community.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
and everything else along the way.
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title: March '20 Community Gems
date: 2020-03-12
description: |
description: >
Great discussions and technical Q&A's from our users.
descriptionLong: |
Look here every month for great discussions and technical Q&A's from our users
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2 changes: 1 addition & 1 deletion content/blog/2020-03-31-reimagining-devops-video.md
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title: 'New Video! 🎥 Reimagining DevOps for Machine Learning'
date: 2020-03-31
description: |
description: >
A talk about CI/CD with fuzzy animals.
descriptionLong: |
As machine learning matures, we need to find better ways to
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title: April ’20 DVC❤️Heartbeat
date: 2020-04-06
description: |
Catch up on new DVC releases, talks, and projects in our community.
This month, learn what we're up to in MLOps, CI/CD, and the
intersection of data science and software engineering.
description: >
Catch up on new DVC releases, talks, and projects in our community. This
month, learn what we're up to in MLOps, CI/CD, and the intersection of data
science and software engineering.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
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title: April '20 Community Gems
date: 2020-04-16
description: |
description: >
A roundup of technical Q&A's from the DVC community. This month, we discuss
the DVC cache, pipelines, cloud storage options and concurrency.
descriptionLong: |
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2 changes: 1 addition & 1 deletion content/blog/2020-04-30-gsod-ideas-2020.md
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title: Join DVC for Google Season of Docs 2020
date: 2020-04-30
description: |
description: >
A call for writer applications for Google Season of Docs 2020.
descriptionLong: |
DVC is looking for technical writers to take part in
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title: DVC 3 Years 🎉 and 1.0 Pre-release 🚀
date: 2020-05-04
description: |
Today, we've got three big announcements: 🎉 3rd-year anniversary of DVC,
🚀 DVC 1.0 pre-release is ready and ⭐ 5000 GitHub starts.
description: >
Today, we've got three big announcements: 🎉 3rd-year anniversary of DVC, 🚀
DVC 1.0 pre-release is ready and ⭐ 5000 GitHub starts.
descriptionLong: |
Today, we've got three big announcements.
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title: 'Join the DVC Ambassador Program!'
date: 2020-05-08
description: |
description: >
We're launching our ambassador program for people all around the world to get
involved in the DVC community.
descriptionLong: |
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title: May ’20 DVC❤️Heartbeat
date: 2020-05-14
description: |
Catch up on new DVC releases, talks, and projects in our community.
This month, learn about new features in the DVC 1.0 release, ways
to get involved, and more from the intersection of data science
and software engineering.
description: >
Catch up on new DVC releases, talks, and projects in our community. This
month, learn about new features in the DVC 1.0 release, ways to get involved,
and more from the intersection of data science and software engineering.
descriptionLong: |
Every month we share news, findings, interesting reads, community takeaways,
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title: May '20 Community Gems
date: 2020-05-26
description: |
description: >
A roundup of technical Q&A's from the DVC community. This month, we discuss
development best practices, sharing models and data across projects,
and using DVC with teams.
development best practices, sharing models and data across projects, and using
DVC with teams.
descriptionLong: |
A roundup of technical Q&A's from the DVC community. This month, we discuss
development best practices, sharing models and data across projects,
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title: June ’20 Heartbeat
date: 2020-06-08
description: |
Catch up on new DVC releases, talks, and projects in our community.
This month, learn about finishing touches on DVC 1.0, DVC in biomedical
research, recommended reading and upcoming MLOps talks.
description: >
Catch up on new DVC releases, talks, and projects in our community. This
month, learn about finishing touches on DVC 1.0, DVC in biomedical research,
recommended reading and upcoming MLOps talks.
descriptionLong: |
Catch up on new DVC releases, talks, and projects in our community.
This month, learn about finishing touches on DVC 1.0, DVC in biomedical
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title: 'DVC 1.0 release: new features for MLOps'
date: 2020-06-22
description: |
description: >
Today we're releasing DVC 1.0 with new exciting features that users were
waiting for ❤️. Find all the details in this blog post.
descriptionLong: |
Today we're releasing DVC 1.0. It brings new exciting features that users
were waiting for ❤️. DVC is a more mature product now, with stable release
cycles and benchmarks. Find all the details in this blog post.
picture: 2020-06-22/release.png
pictureComment: DVC 1.0 release
author: dmitry_petrov
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title: 'Packaging data and machine learning models for sharing'
date: 2020-06-26
description: |
description: >
A virtual poster for SciPy 2020 about sharing versioned datasets and ML models
with DVC.
descriptionLong: |
A virtual poster for SciPy 2020 about sharing versioned datasets and ML models
with DVC.
picture: 2020-06-26/SciPy_2020.png
author: elle_obrien
commentsUrl: https://discuss.dvc.org/t/packaging-data-and-machine-learning-models-for-sharing/423
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title: June '20 Community Gems
date: 2020-06-29
description: |
A roundup of technical Q&A's from the DVC community. This month, we discuss
description: >
A roundup of technical Q&A's from the DVC community. This month, we discuss
migrating to DVC 1.0, the new pipeline format, and our Python API.
descriptionLong: |
A roundup of technical Q&A's from the DVC community. This month, we discuss
A roundup of technical Q&A's from the DVC community. This month, we discuss
migrating to DVC 1.0, the new pipeline format, and our Python API.
picture: 2020-06-29/Gems_June_20.png
author: elle_obrien
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