About
DAGsHub is a web platform for data version control and collaboration for data scientists and machine learning engineers. The platform is built on DVC, an open-source version control system for machine learning projects that works seamlessly with Git. The platform is free for open-source projects and completely agnostic to the users ecosystem, programming language, and libraries. The DAGsHub platform enables the reproduction of any experiment from previous versions of the users data pipeline. It also allows for experimentation with different hyperparameters in parallel, with each run automatically saving its results in an organized, easy-to-access location. The platform also allows users to maintain giant spreadsheets of hyperparameters and to collaborate more effectively by leveraging the same best practices used in software engineering to get more done. DAGsHub also helps users automate their workflow and share intermediate results from the pipeline with any collaborator, rerunning only those parts of the pipeline that the user has changed instead of rerunning all of the preprocessing code.
Funding history · 2 rounds · $3.0M total
Company Intelligence Q&A
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- What is DAGsHub's primary offering?
- DAGsHub provides a web platform for data version control and collaboration, specifically designed for data scientists and machine learning engineers. It is built on DVC, an open-source version control system for machine learning projects.
- When was DAGsHub founded?
- DAGsHub was founded in January 2019.
- Where is DAGsHub headquartered?
- DAGsHub is headquartered in Tel Aviv-Yafo, Israel.
- How much total funding has DAGsHub raised?
- DAGsHub has raised a total of $3,000,000 USD.
- When did DAGsHub complete its Seed funding round and who was the lead investor?
- In April 2020, DAGsHub completed a Seed funding round, with StageOne Ventures as the lead investor.
- Which investor participated in DAGsHub's Undisclosed funding round in May 2022?
- Aviso Ventures participated in DAGsHub's Undisclosed funding round in May 2022.
- What is the current employee count for DAGsHub?
- DAGsHub currently has 16 employees.
- Who are the founders of DAGsHub?
- The founders of DAGsHub are Dean Pleban and Guy Smoilovsky.