Discover and read the best of Twitter Threads about #dvc

Most recents (4)

Here's a comprehensive thread on how to build a seamless batch-scoring experience.

You will learn how to:

🤖 Design ML pipelines with @DVCorg

🐈 Training with @gitlab and CML

🧪 ML experiments with @Iterativeai Studio

🚢 Deployments with @ApacheAirflow

🧵 [1/6]
🤖 Design #ML pipelines using #DVC! Streamline your process with the following steps:

1️⃣ Data prep

2️⃣ Feature engineering

3️⃣ Model training

4️⃣ Model evaluation

DVC optimizes run time & tracks changes for a more efficient workflow!

Get started with 'dvc exp run' 🚀

🧵 [2/6]
Read 14 tweets
For all the devs out there willing to contribute to DVC, here is a quick guide to contributing to iterative/dvc repo
🐞 Open a new issue
💻 Set up a dev environment
🍴 Fork iterative/dvc
🧪 Add tests and run them locally
⬆️ Submit a pull request
@iterativeai

🧵 [1/7]
🐞 Open a new issue

Open a new issue in the issue tracker, whether it be a bug report or a feature request. 👇🏽
github.com/iterative/dvc/…

🧵[2/7]
🍴 Fork iterative/dvc

Fork iterative/dvc and then clone it into your local computer to start contributing.

🧵[3/7]
Read 8 tweets
My talk “DataOps/MLOps with @DVCorg” at Data Fest 2020

#DVC #DataOps #MLOps

You can find other talks (even about DVC and CML) at ml-repa.ru/datafest2020
I did a re-recording because I had seen an error at the last minute and for some reason OBS Studio didn't change the slides in certain moments and overwrote the next slides here and there. Sorry for the issue. It's better to follow with the slides here: drive.google.com/file/d/11Isqza…
Read 3 tweets
É com prazer que participo desse momento junto ao projeto @DVCorg, um projeto open source de gerenciamento de projetos de Data Science e Machine Learning, lançando oficialmente o seu programa de embaixadores. Junte-se a nós! Vem contribuir você também 😃 dvc.org/blog/dvc-ambas…
1/2 Quem participou do MeetUp virtual do @DVCorg na semana passada e ficou interessado nos slides atualizados (com algumas informações) da minha apresentação, segue abaixo para download. Quem não participou do meetup, fique à vontade p/ baixar também. mribeirodantas.xyz/talks/Making%2…
2/2 A ideia era falar um pouco sobre como o movimento #openscience pode se beneficiar de ferramentas como o #DVC e como eu utilizei o DVC na publicação q mencionei há poucos dias por aqui, aceita na revista Data in Brief da @DataElsevier (tweet abaixo)
Read 3 tweets

Related hashtags

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!