Pawesome Updates April 2023

Hello, and welcome to the Pawesome Updates for April 2023! We have some exciting news and updates to share with you.

🤝 Hugging Face Integration

We're excited to announce our latest integration with Hugging Face's Transformers! With this integration, you can log your experiments and artifacts to DagsHub remote servers with minor changes to your code.

Check out the full article here: https://dagshub.com/blog/dagshubs-integration-with-huggingface/

🎙️ Podcast: Moving Fast and Breaking Data with Shreya Shankar

In this episode, we had the pleasure of speaking with Shreya Shankar, a Ph.D. student at Berkeley RISELab. We discussed auto data validation and MLOps, and Shreya shared her insights on several interesting topics.

Listen to the full episode here:

📝 Snowflake Reproducibility Challenge

Nir Barazida explores the challenges of reproducibility that come with using Snowflake, a popular cloud-based data warehousing platform for structured and semi-structured data. He offers some tips and solutions to help you overcome these challenges and achieve reproducible results when working with Snowflake.

Check out the full article here: https://dagshub.com/blog/achieve-full-reproducibility-with-snowflake/

📝 Tabular Data Workflow for Snowflake

Yichen Zhao presents how to implement the fully reproducible workflow presented by Nir when using Snowflake as your data warehouse. Check out the full article here: https://dagshub.com/blog/reproducible-workflow-for-tabular-data-hosted-on-snowflake/

⚙️ Dev Updates

Here are some exciting updates from the development team:

• A "Create PR" CTA is now live! You can easily push your files to a new branch and open a pull request.

• DVC push and pull have been improved to be more stable and fast.
• Changes have been made to the pricing page, including a new "Private Cloud" tier for organizations. Coming soon: a free 14-day trial for the team tier.
• You can now delete MLflow and Git experiments with a click from the DagsHub UI.

We at DagsHub are excited to bring you these updates and hope they enhance your experience with our platform. Stay tuned for more updates from DagsHub!